{"id":"W4411993411","doi":"10.15353/cjds.v13i2.1120","title":"Testimonial of Michelle Hewitt","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Race, History, and American Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Testimonial; Psychology; Advertising; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009490436,0.00007980396,0.0002834202,0.00004527889,0.0004226662,0.00003075004,0.0001969718,0.00004289416,0.0001079351],"category_scores_gemma":[0.001304866,0.0000688305,0.0002088385,0.0003079505,0.004270723,0.0001397547,0.000009039511,0.0001631664,0.00000665974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008776592,"about_ca_system_score_gemma":0.001915016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02789773,"about_ca_topic_score_gemma":0.1745385,"domain_scores_codex":[0.9989886,0.0001264136,0.0003125034,0.0001116416,0.0002223307,0.0002385278],"domain_scores_gemma":[0.9988546,0.0003731701,0.0001034354,0.00009933032,0.0002535947,0.0003158653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001484399,0.00008897202,0.2658445,0.0002959787,0.0006975455,0.0000691152,0.4386804,0.00003063119,0.0001349466,0.007328553,0.2584711,0.02834333],"study_design_scores_gemma":[0.0001498045,0.0001778363,0.01747354,0.0002144503,0.0001311266,0.000006161298,0.2857238,0.000006140502,0.00003940909,0.004372185,0.6915066,0.0001989763],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9093298,0.05297856,0.00002103577,0.01727868,0.002753555,0.0001415121,0.00004577538,0.00001918639,0.01743183],"genre_scores_gemma":[0.9980522,0.0003383591,0.0002663716,0.00008749076,0.0004802409,0.00000126155,1.745631e-7,0.000006314827,0.0007675929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4330354,"threshold_uncertainty_score":0.9984391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04680017789067575,"score_gpt":0.3565020052504314,"score_spread":0.3097018273597556,"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."}}