{"id":"W4412622427","doi":"10.17118/11143/22513","title":"Mise à l’épreuve d’un dispositif d’aide aux élèves en difficulté dans une classe togolaise du primaire","year":2024,"lang":"fr","type":"article","venue":"","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00293175,0.0002966526,0.0004185464,0.0007876866,0.00313134,0.00311093,0.0007857599,0.0009438544,0.007219344],"category_scores_gemma":[0.006666395,0.0001783543,0.0003353054,0.0007893724,0.002779879,0.001074736,0.002331986,0.001108548,0.0005401748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01170062,"about_ca_system_score_gemma":0.01428397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4368067,"about_ca_topic_score_gemma":0.6188324,"domain_scores_codex":[0.9982578,0.000645073,0.00003961248,0.0002085235,0.0003483401,0.0005006701],"domain_scores_gemma":[0.9952629,0.001721641,0.0005935726,0.0002773285,0.001007525,0.001137009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005304027,0.0007019926,0.6075258,0.0006000525,0.0001915989,0.001165053,0.2263303,0.0005557117,0.004351606,0.01202244,0.004560736,0.1414644],"study_design_scores_gemma":[0.00004058116,0.0005660885,0.7642364,0.0004927572,0.0001799038,0.0001271889,0.1791773,0.0002224853,0.001292446,0.001140042,0.05246985,0.00005480669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871669,0.0006172641,0.0003463496,0.002961118,0.00003803131,0.00003781143,0.0001105116,0.000007621408,0.008714371],"genre_scores_gemma":[0.9924741,0.000491822,0.0005458104,0.0002008795,0.00001335583,0.00003643285,0.00004030576,0.000005199343,0.006191961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4368067,"threshold_uncertainty_score":0.8685284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02570693448090929,"score_gpt":0.2908943239197789,"score_spread":0.2651873894388697,"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."}}