{"id":"W4411993416","doi":"10.15353/cjds.v13i2.1126","title":"Testimonial of John Maher","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Information Technology Association of Canada","funders":"","keywords":"Testimonial; Psychoanalysis; Psychology; Advertising","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003847599,0.0009833388,0.001709567,0.001494762,0.0150304,0.005408857,0.002607697,0.02062632,0.01212638],"category_scores_gemma":[0.02813308,0.0006987203,0.001194716,0.0009017645,0.002415742,0.003054834,0.003607725,0.0384123,0.004734567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005365914,"about_ca_system_score_gemma":0.007240091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02669845,"about_ca_topic_score_gemma":0.04921398,"domain_scores_codex":[0.9950865,0.001198263,0.0004011104,0.0007813312,0.00179966,0.0007332473],"domain_scores_gemma":[0.991864,0.003773124,0.0004177422,0.000256156,0.002412398,0.001276579],"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":[0.00003004868,0.00002266092,0.00009265917,0.00008849487,0.00001599147,0.001523388,0.0007472222,0.0000426779,0.000223235,0.004841238,0.9892034,0.003168977],"study_design_scores_gemma":[0.00001353066,0.00002874726,0.0005849535,0.000357876,0.00002773136,0.001226031,0.002830344,0.0001073166,0.0003632158,0.001715965,0.9926933,0.00005105163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002432522,0.01128034,0.0003643534,0.8416291,0.10504,0.00009890772,0.0002852209,0.00005317917,0.03881632],"genre_scores_gemma":[0.02082055,0.006211487,0.0004709492,0.7704129,0.03200884,0.0001944809,0.00008208433,0.00008110312,0.1697177],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02669845,"threshold_uncertainty_score":0.0530861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357298358954935,"score_gpt":0.3188300128680696,"score_spread":0.1831001769725761,"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."}}