{"id":"W4313148029","doi":"10.7202/1093621ar","title":"A propos du livre. HANDICAP, pour une révolution participative, de Loïc ANDRIEN et Coralie SARRAZIN, Érès, 2022, 113 pages","year":2022,"lang":"fr","type":"article","venue":"Aequitas Revue de développement humain handicap et changement social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Philosophy","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007606064,0.0006629828,0.000810514,0.0002150905,0.005869754,0.0004383389,0.001201358,0.0003435486,0.01084051],"category_scores_gemma":[0.0003755772,0.0007873036,0.0004424287,0.00217473,0.001390398,0.0006279348,0.001058376,0.0009408916,0.0001754967],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005097024,"about_ca_system_score_gemma":0.001695102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01118704,"about_ca_topic_score_gemma":0.02611881,"domain_scores_codex":[0.9898923,0.003072619,0.000991117,0.001182284,0.002283275,0.002578375],"domain_scores_gemma":[0.9972864,0.0003102448,0.001274524,0.0003364771,0.0002133698,0.0005789532],"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":[0.0001415957,0.001366939,0.00938673,0.0001524496,0.0002778855,0.0001305471,0.1745245,0.00009112737,0.0003475698,0.1335294,0.6718004,0.008250815],"study_design_scores_gemma":[0.003297061,0.001646156,0.03005362,0.0003237263,0.0004958007,0.00001504611,0.07673621,0.0006548404,0.0001354053,0.0325246,0.85262,0.001497529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1833269,0.008639318,0.003501127,0.7847525,0.004395426,0.002795896,0.0009681711,0.0002313341,0.01138933],"genre_scores_gemma":[0.9522271,0.01624861,0.0008937474,0.007564325,0.003472467,0.002103393,0.000346155,0.0001058138,0.01703846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7771882,"threshold_uncertainty_score":0.9994578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0977636794901142,"score_gpt":0.3755183919881163,"score_spread":0.2777547124980021,"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."}}