{"ok":true,"api":{"name":"SAIMSARA Evidence Object Discovery API","version":"v1"},"mode":"doc_key","editorial_verification":{"status":"human_reviewed","trust_label":"machine_generated_human_reviewed","method":"World ID proof-of-human editorial account","scope":["clinical_integrity","reference_quality","scientific_coherence"],"verification_note":"This Evidence Object is machine-generated and human-reviewed. World ID is used to verify that editorial oversight was submitted by a unique human account.","does_not_mean":"World ID verifies proof-of-human editorial oversight; it does not independently certify the scientific truth of every claim."},"object":{"object_type":"saimsara_evidence_object_metadata","doc_key":"digital::FUTURE_OF_SCIPUB_SS","issue_slug":"digital","doc_id":"FUTURE_OF_SCIPUB_SS","title":"Future of Scientific Publishing","doi":"10.62487/saimsarada26548b","doi_url":"https://doi.org/10.62487/saimsarada26548b","version":"2026-03-28","source_name":"Semantic Scholar","article_url":"https://saimsara.com/sessions/future-scientific-publishing-20251011-200201-da26548b/","image_url":"","topic_tags":"Large Language Models,Open Access,Scientific Misconduct,Automated Article Generation,Predatory Publishing,Scholarly Communication,Research Reproducibility,Registered Reports,AI-Generated Text Detection,Publication Ethics","keywords":["Large Language Models","Open Access","Scientific Misconduct","Automated Article Generation","Predatory Publishing","Scholarly Communication","Research Reproducibility","Registered Reports","AI-Generated Text Detection","Publication Ethics"],"metrics":{"included_all":311,"included_original":60,"reference_index":86,"total_participants":1115920},"discover_url":"https://saimsara.com/api/v1/discover.php?doc_key=digital%3A%3AFUTURE_OF_SCIPUB_SS","paid_evidence_url":"https://saimsara.com/api/v1/evidence.php?doc_key=digital%3A%3AFUTURE_OF_SCIPUB_SS","price":{"amount":"5.00","currency":"USD","units":5,"unit_amount":"1.00"},"payment_methods":["api_key","stripe_checkout","object_grant","x402"],"text_length":12532,"preview":"Results Key finding aligned to the query: The future of scientific publishing is defined by a paradigm shift toward AI-augmented manuscript generation and automated editorial workflows, occurring alongside an urgent need for structural reforms to combat predatory publishing, and information overload. While 79.0% of high-impact medical researchers anticipate AI playing a major role in the research lifecycle, the sustainability of the system is threatened by a power-law decline in citation probability and a \"paperdemic\" of low-quality or opinion-based literature. Original research topic synthesis (ordered by evidence hierarchy): Collaboration and global visibility as publishing strategy — Futu…","trust_label":"machine_generated_human_reviewed","editorial_verification":{"status":"human_reviewed","trust_label":"machine_generated_human_reviewed","method":"World ID proof-of-human editorial account","scope":["clinical_integrity","reference_quality","scientific_coherence"],"verification_note":"This Evidence Object is machine-generated and human-reviewed. World ID is used to verify that editorial oversight was submitted by a unique human account.","does_not_mean":"World ID verifies proof-of-human editorial oversight; it does not independently certify the scientific truth of every claim."},"checkout":{"method":"POST","url":"https://saimsara.com/create_checkout_session.php","content_type":"application/x-www-form-urlencoded","params":{"plan":"evidence_object","doc_key":"digital::FUTURE_OF_SCIPUB_SS"},"optional_params":{"customer_email":"user@example.com"},"price":{"amount":"5.00","currency":"USD","units":5,"unit_amount":"1.00"},"curl_example":"curl -X POST https://saimsara.com/create_checkout_session.php -d \"plan=evidence_object\" -d \"doc_key=digital::FUTURE_OF_SCIPUB_SS\" -d \"customer_email=user@example.com\""},"access_after_payment":{"header":"X-SAIMSARA-Payment-Proof","endpoint":"https://saimsara.com/api/v1/evidence.php?doc_key=digital%3A%3AFUTURE_OF_SCIPUB_SS","curl_example":"curl -H \"X-SAIMSARA-Payment-Proof: YOUR_PAYMENT_PROOF_TOKEN\" \"https://saimsara.com/api/v1/evidence.php?doc_key=digital%3A%3AFUTURE_OF_SCIPUB_SS\""}}}