{"id":"W4210701010","doi":"10.3410/f.740489055.793591215","title":"Faculty Opinions recommendation of The hoverfly and the wasp: A critique of the hallmarks of aging as a paradigm.","year":2022,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00667707,0.001205597,0.001303479,0.003459489,0.001506248,0.006040701,0.003858553,0.002615726,0.07308508],"category_scores_gemma":[0.04940426,0.0005525013,0.00136731,0.007484866,0.001027168,0.003083333,0.003752587,0.00289769,0.1055529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245563,"about_ca_system_score_gemma":0.005692082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04936306,"about_ca_topic_score_gemma":0.149381,"domain_scores_codex":[0.996226,0.001125597,0.0003067974,0.00064724,0.001375725,0.000318757],"domain_scores_gemma":[0.98016,0.006083009,0.001412167,0.005006863,0.005612274,0.001725733],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001163727,0.000002760101,0.0003999703,0.0000752155,0.000006172115,0.000002860116,0.00001181262,0.00002252801,0.000009655122,0.0003650166,0.9978397,0.001252716],"study_design_scores_gemma":[0.00004823364,0.000005621732,0.003169217,0.0002354062,0.00001607813,0.00002485508,0.00009327615,0.0002799687,0.0001069805,0.00153154,0.9944739,0.00001490838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003745618,0.0003667127,0.0004432417,0.007556806,0.001073596,0.00003695821,0.9802732,0.0005835321,0.009291272],"genre_scores_gemma":[0.002794529,0.0004327527,0.001440012,0.002678514,0.0003205152,0.0001408567,0.9808099,0.0002968193,0.01108608],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9933229,"threshold_uncertainty_score":0.244494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03757907308453051,"score_gpt":0.3495544410015964,"score_spread":0.3119753679170659,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}