{"id":"W2628610915","doi":"10.7202/1040136ar","title":"Au coeur du développement d’une épreuve en mathématique dotée d’un potentiel diagnostique","year":2017,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Physics; 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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03059896,0.0003849294,0.0003933681,0.0001961526,0.002043559,0.0006274722,0.0009519526,0.0005606434,0.001628407],"category_scores_gemma":[0.009901392,0.0004201324,0.0001791741,0.0002458436,0.0002927169,0.001084729,0.0001609648,0.0006051143,0.0004175918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482919,"about_ca_system_score_gemma":0.002380928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006372231,"about_ca_topic_score_gemma":0.00304387,"domain_scores_codex":[0.9898641,0.007222834,0.0008291886,0.0005657752,0.001032593,0.000485532],"domain_scores_gemma":[0.9953656,0.001556658,0.001197162,0.001081953,0.0005924341,0.0002062496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000005230999,0.0007854678,0.01196978,0.0001546655,0.00007927687,0.000002051547,0.6139646,0.00002077949,0.0001362537,0.3047337,0.02997639,0.03817179],"study_design_scores_gemma":[0.0006631607,0.0001074015,0.6629099,0.0006574211,0.0002892595,0.00001703628,0.01308068,0.001974595,0.001816661,0.2356214,0.08204333,0.0008191789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3891397,0.0002117086,0.1289161,0.4167272,0.007447045,0.001886226,0.00002862664,0.0003106156,0.05533277],"genre_scores_gemma":[0.9599924,0.002094633,0.02247813,0.0007190611,0.001148116,0.0003855132,0.0001590963,0.00005771839,0.01296533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6509401,"threshold_uncertainty_score":0.9998251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09434094493794251,"score_gpt":0.4199295558892673,"score_spread":0.3255886109513249,"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."}}