{"id":"W4234442349","doi":"10.14322/publons.r2254944","title":"10.14322/publons.r2254944","year":2000,"lang":"en","type":"dataset","venue":"Time to knit","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Political science; Environmental ethics; Engineering; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001639466,0.002319941,0.001121576,0.004197081,0.000769927,0.003379131,0.00269636,0.002713027,0.2598079],"category_scores_gemma":[0.008948563,0.001016323,0.001075334,0.007672069,0.0006497422,0.001389379,0.002609188,0.001582267,0.3886134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181772,"about_ca_system_score_gemma":0.002309097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02204164,"about_ca_topic_score_gemma":0.03862476,"domain_scores_codex":[0.9986932,0.0002662602,0.0001590122,0.0003603294,0.0002922278,0.0002288945],"domain_scores_gemma":[0.9963428,0.001161625,0.0004697567,0.0009052586,0.0006609751,0.0004595646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006560077,0.00002213744,0.0008893704,0.0005354501,0.00002442915,0.0000174981,0.00002704876,0.0002875254,0.00006245168,0.0004114386,0.9948953,0.002761674],"study_design_scores_gemma":[0.0003263835,0.00002965427,0.003787448,0.0003351074,0.00003060038,0.00004347499,0.00007367048,0.0005287587,0.0003456192,0.001003894,0.9934667,0.00002878535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001417769,0.00006817238,0.00007909015,0.00008016467,0.0000263555,0.00001011548,0.9978084,0.0005205879,0.001265316],"genre_scores_gemma":[0.0005234476,0.00006340906,0.0001814184,0.00008075212,0.000009776297,0.00006417437,0.9966652,0.0001572267,0.00225461],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7401921,"threshold_uncertainty_score":0.8691441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009910913939341362,"score_gpt":0.2355823347588772,"score_spread":0.2256714208195358,"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."}}