{"id":"W2516885120","doi":"10.20982/tqmp.11.2.p063","title":"Analyses des classes et des transitions latentes : des outils pour documenter le parcours de développement des compétences.","year":2015,"lang":"fr","type":"article","venue":"The Quantitative Methods for Psychology","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Psychology; Sociology; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02309989,0.001192704,0.0009738652,0.005183508,0.001208344,0.006991668,0.001734658,0.00116464,0.005912823],"category_scores_gemma":[0.08408251,0.0005232203,0.002073773,0.004817149,0.004966072,0.01057445,0.00280226,0.004089893,0.0006603798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003060869,"about_ca_system_score_gemma":0.004500014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01502846,"about_ca_topic_score_gemma":0.01075956,"domain_scores_codex":[0.9771328,0.01649614,0.0007752416,0.002862287,0.002308153,0.0004255099],"domain_scores_gemma":[0.8793768,0.104018,0.005535572,0.007313805,0.002761853,0.000993997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004222837,0.000392589,0.1408932,0.0008394099,0.0009282958,0.0001757794,0.0119476,0.01090584,0.002604583,0.4912297,0.003347257,0.3363135],"study_design_scores_gemma":[0.00009046007,0.0003625581,0.1214541,0.0007299692,0.0003037577,0.0003371931,0.007934183,0.1909833,0.003265619,0.6552054,0.01910579,0.0002276206],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1017366,0.002212655,0.8849143,0.002626154,0.00009668819,0.0002592482,0.002576765,0.0004967283,0.00508082],"genre_scores_gemma":[0.7345061,0.0006465074,0.2595353,0.0001738954,0.0001363948,0.001081253,0.00211216,0.0001800157,0.001628356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02309989,"threshold_uncertainty_score":0.1221653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8133691851701563,"score_gpt":0.7068303797277861,"score_spread":0.1065388054423703,"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."}}