{"id":"W4411985743","doi":"10.15353/cjds.v13i2.1115","title":"Testimonial of Amélie Duranleau","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal of Disability Studies","topic":"French Historical and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Testimonial; Psychology; Business; Advertising","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003388868,0.0002554135,0.0006980386,0.00008253745,0.0006016205,0.0001255113,0.0002158108,0.00007121705,0.001635867],"category_scores_gemma":[0.0007466049,0.0001809925,0.000454169,0.0001470597,0.006026966,0.0003018768,0.00002754704,0.0003673411,0.00005995012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127121,"about_ca_system_score_gemma":0.0004888814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03079886,"about_ca_topic_score_gemma":0.3164099,"domain_scores_codex":[0.9982495,0.00008285001,0.0008326678,0.0001904122,0.0002422834,0.0004022458],"domain_scores_gemma":[0.9982277,0.0004080414,0.0001711345,0.0001312591,0.0006845488,0.0003772917],"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":[0.00002688327,0.0001687472,0.005930423,0.003067442,0.002419257,0.0002967342,0.07501914,0.0000296133,0.00001096746,0.1591271,0.7059688,0.04793492],"study_design_scores_gemma":[0.0001369278,0.000470327,0.00261218,0.001063158,0.0004153971,0.00003744637,0.01782101,0.000006544489,0.00001251981,0.008914057,0.9683053,0.0002050535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05513315,0.8655654,0.000001745645,0.05108843,0.01256419,0.00011626,0.0003555574,0.000010743,0.01516449],"genre_scores_gemma":[0.9574808,0.005399706,0.0000475123,0.00008230907,0.003003332,0.000003729355,0.000001271963,0.00001620846,0.03396517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9023476,"threshold_uncertainty_score":0.9992768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0666469112540569,"score_gpt":0.2704407470389785,"score_spread":0.2037938357849216,"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."}}