{"id":"W4312101639","doi":"10.1038/s41390-022-02446-5","title":"ECI biocommentary: Gregory Costain","year":2022,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"History","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":[],"consensus_categories":[],"category_scores_codex":[0.002653644,0.0008780675,0.0008724948,0.001456532,0.002716684,0.006439335,0.001270215,0.003919365,0.1511441],"category_scores_gemma":[0.01939046,0.0003078933,0.0003415989,0.0007600254,0.001274913,0.002219178,0.005145727,0.005162152,0.08529207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002455946,"about_ca_system_score_gemma":0.003872258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004404353,"about_ca_topic_score_gemma":0.008043864,"domain_scores_codex":[0.997578,0.0004784678,0.00009906002,0.0004605124,0.001079655,0.0003043516],"domain_scores_gemma":[0.9889949,0.001574537,0.0006158534,0.0003944825,0.004761368,0.003658841],"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":[0.00001143099,0.000005765971,0.0001049896,0.00004168062,0.000002387524,0.00005177511,0.00006882827,0.0000123475,0.00005522569,0.001983881,0.9797971,0.01786465],"study_design_scores_gemma":[0.000002946065,0.000005350286,0.00019218,0.0001180361,0.000002545554,0.0001929456,0.0002346314,0.00003063816,0.0000684949,0.0008225496,0.9983254,0.000004192309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001018238,0.04338798,0.001415931,0.5154147,0.2899802,0.00006766396,0.0005689129,0.0005505095,0.1475959],"genre_scores_gemma":[0.01050236,0.01296049,0.0008548053,0.1361248,0.0429106,0.00008155516,0.0002497605,0.0004032089,0.7959123],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1511441,"threshold_uncertainty_score":0.5056273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2594680271626915,"score_gpt":0.3450408249858944,"score_spread":0.08557279782320293,"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."}}