{"id":"W606500874","doi":"","title":"Commentary on Ohler","year":2003,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003888037,0.0001363053,0.0001896618,0.0001925636,0.000987048,0.00001956571,0.0002781093,0.00008420646,0.02559593],"category_scores_gemma":[0.00006630438,0.0001538349,0.0001183319,0.0001040674,0.000526401,0.0004194195,0.00004854668,0.0003488747,0.00071334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008182,"about_ca_system_score_gemma":0.00003612977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005139342,"about_ca_topic_score_gemma":0.0003258327,"domain_scores_codex":[0.9989316,0.0001466937,0.0001450304,0.0002314532,0.0003188071,0.0002263878],"domain_scores_gemma":[0.9992608,0.00008469006,0.0001132641,0.0003013814,0.0001106138,0.0001291914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001914074,0.0005606831,0.006972556,0.00005691122,0.0001314622,0.0000416807,0.02285764,0.0000069047,0.0005926889,0.6573658,0.310032,0.001190227],"study_design_scores_gemma":[0.0007560566,0.0001530249,0.002903011,0.00004192335,0.00003151628,0.000001726073,0.002993872,0.000002570104,0.0003035607,0.001834998,0.9907933,0.0001843789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6782594,0.00004761837,0.00002207699,0.003615812,0.0005758487,0.0001270292,0.00005966092,0.00005677146,0.3172358],"genre_scores_gemma":[0.9577354,0.000005827638,0.0001646315,0.004554775,0.0001416756,3.240405e-7,0.00005235883,0.00001386061,0.03733114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6807613,"threshold_uncertainty_score":0.9752948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080201249051532,"score_gpt":0.2103762409680816,"score_spread":0.1695742284775662,"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."}}