{"id":"W4411985736","doi":"10.15353/cjds.v13i2.1110","title":"Testimonial of Neil Belanger","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Autobiographical and Biographical Writing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Indigenous Peoples' Health","funders":"","keywords":"Testimonial; Psychology; Advertising; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003078769,0.0001005435,0.0002773983,0.0001519429,0.000180815,0.00008069474,0.000126053,0.00003253855,0.0003564324],"category_scores_gemma":[0.0002915588,0.00006589416,0.0002898593,0.0001489389,0.002347726,0.0001284097,0.00001414314,0.0002002451,0.000004806151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005146933,"about_ca_system_score_gemma":0.0001260419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004093421,"about_ca_topic_score_gemma":0.1007026,"domain_scores_codex":[0.9991263,0.00003330269,0.0004143449,0.0001014482,0.0001291983,0.0001953668],"domain_scores_gemma":[0.9991271,0.0002807576,0.00007232841,0.00007859365,0.0002480222,0.0001931704],"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":[0.00005579855,0.0002097616,0.3560436,0.001403913,0.002143935,0.000247552,0.05966238,0.000005192305,0.0001092379,0.4894721,0.03353464,0.05711184],"study_design_scores_gemma":[0.0005325231,0.001719037,0.07699196,0.001904942,0.0006301086,0.00006109404,0.05498288,0.00003847324,0.000122069,0.1285882,0.7337525,0.0006761277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955416,0.02361882,0.000003141795,0.01232824,0.001411878,0.00008410204,0.0001541162,0.00002058079,0.006963174],"genre_scores_gemma":[0.9989842,0.000071847,0.00003811344,0.0000971457,0.0006715339,0.000001230108,8.365641e-7,0.000006756718,0.0001283343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7002179,"threshold_uncertainty_score":0.9157072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06528773526614778,"score_gpt":0.2812806600013436,"score_spread":0.2159929247351958,"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."}}