{"id":"W4221073086","doi":"10.37571/2022.0103","title":"Les classes flexibles : plus qu’un simple amenagement, un cheminement reflexif","year":2022,"lang":"fr","type":"article","venue":"Didactique","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002504575,0.0002472024,0.000270448,0.00009844967,0.002336768,0.00007917935,0.0004877411,0.0001584301,0.01045405],"category_scores_gemma":[0.0003289724,0.0002922362,0.0001512952,0.0006083106,0.0008087763,0.0002296523,0.0001918947,0.0005148012,0.00005221927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007556141,"about_ca_system_score_gemma":0.0005690298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003061541,"about_ca_topic_score_gemma":0.0001398984,"domain_scores_codex":[0.9969359,0.001066579,0.0004190697,0.0004913951,0.0004971477,0.0005898998],"domain_scores_gemma":[0.9980013,0.001120482,0.000317723,0.0002756398,0.0001342096,0.0001506454],"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":[0.00001465239,0.0006510734,0.006693085,0.00009637351,0.0002942542,0.000006110626,0.1214803,0.0002632916,0.0003545037,0.8042774,0.03292602,0.03294298],"study_design_scores_gemma":[0.0002940487,0.0001070847,0.003295187,0.00001772733,0.00005800797,0.00000309977,0.2005985,0.00003778388,0.0005248621,0.01547127,0.7792997,0.0002927327],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.637648,0.008910534,0.0005331928,0.1059513,0.006847964,0.0008941646,0.0001685255,0.0002615718,0.2387847],"genre_scores_gemma":[0.9651545,0.002876044,0.001761218,0.002077917,0.002464383,0.000451424,0.0002327724,0.00003693885,0.02494482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7888061,"threshold_uncertainty_score":0.999953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2586412570853809,"score_gpt":0.4818131009137942,"score_spread":0.2231718438284133,"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."}}