{"id":"W1567996306","doi":"","title":"Response to my commentator","year":2013,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Historical and modern epidemiology studies","field":"Social Sciences","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001743502,0.0001408321,0.0003296768,0.0001748116,0.001595204,0.00001695931,0.0006190549,0.0001951036,0.001781461],"category_scores_gemma":[0.0009895151,0.0001630052,0.00015259,0.0003925277,0.0005935426,0.0004824156,0.0003120396,0.0002417586,0.001976189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004080868,"about_ca_system_score_gemma":0.000104092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003666842,"about_ca_topic_score_gemma":0.00256424,"domain_scores_codex":[0.9976466,0.0009788194,0.0001621189,0.000344985,0.0003745547,0.0004929114],"domain_scores_gemma":[0.9983618,0.0005837484,0.0001171411,0.0002807321,0.0002097204,0.0004468655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001952025,0.0003901488,0.6094227,0.00002929454,0.0002657019,0.0000483446,0.1375,0.00001619023,0.02300294,0.005263093,0.2145635,0.007545976],"study_design_scores_gemma":[0.0005499454,0.0001320462,0.4076087,0.00002077579,0.00002864444,7.577676e-7,0.01299963,0.000002100066,0.000113517,0.001178788,0.5771222,0.0002429132],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399437,0.00008960552,0.0001349586,0.04526345,0.0002269543,0.0003474602,0.0000145614,0.00008299029,0.01389636],"genre_scores_gemma":[0.9662303,0.00003263441,0.001610637,0.002045285,0.00006117578,0.000001873361,0.000002907113,0.00001044284,0.03000472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3625586,"threshold_uncertainty_score":0.9997046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04463332663398013,"score_gpt":0.2878710662442054,"score_spread":0.2432377396102253,"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."}}