{"id":"W2990008878","doi":"10.7202/1065164ar","title":"Quel feedback les élèves du primaire en difficulté d’apprentissage reçoivent-ils dans leur bulletin scolaire ? Vers une typologie des commentaires laissés par leurs enseignants","year":2019,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007568147,0.0005255357,0.0005243431,0.0001330206,0.001151058,0.0003206403,0.0006701144,0.0004825628,0.002184162],"category_scores_gemma":[0.0007410745,0.000538546,0.0002528692,0.0007315654,0.0007235226,0.0008246112,0.0001564659,0.0004592948,0.0008975966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001761416,"about_ca_system_score_gemma":0.001045367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006208612,"about_ca_topic_score_gemma":0.006610276,"domain_scores_codex":[0.9897658,0.006564725,0.0007519419,0.0008233381,0.001278031,0.0008162142],"domain_scores_gemma":[0.997239,0.001105482,0.0006064681,0.0004669985,0.0003863055,0.0001957725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006109259,0.0007362122,0.537382,0.0001469972,0.0001677878,0.000003700129,0.4159857,0.000195903,0.001818812,0.003012501,0.01953694,0.02095236],"study_design_scores_gemma":[0.001146157,0.0001670077,0.7632749,0.0003274553,0.0002239899,0.000003218276,0.2199272,0.0001257349,0.0004743422,0.0007523941,0.0131003,0.0004772491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403985,0.001358877,0.0003558127,0.04345733,0.004256638,0.001581006,0.00004212139,0.0001735563,0.008376148],"genre_scores_gemma":[0.9868232,0.002092988,0.0008151629,0.0002698336,0.0005113828,0.0001080904,0.0004092497,0.00006127633,0.008908814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2258929,"threshold_uncertainty_score":0.9998803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08092896404244351,"score_gpt":0.3593135500961273,"score_spread":0.2783845860536838,"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."}}