{"id":"W3163366958","doi":"10.4000/ree.5085","title":"Situation d’apprentissage et conceptualisation","year":2011,"lang":"fr","type":"article","venue":"Recherches en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Sociology","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":[0.01231249,0.0009296891,0.0009008878,0.003168749,0.008676158,0.01848545,0.002892472,0.005940442,0.01191952],"category_scores_gemma":[0.01397686,0.0007277979,0.0009652036,0.004350521,0.03639014,0.02272112,0.009054298,0.009369995,0.002458911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01060677,"about_ca_system_score_gemma":0.01005229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008321293,"about_ca_topic_score_gemma":0.003717445,"domain_scores_codex":[0.9718801,0.01994422,0.001120463,0.002084194,0.00338334,0.001587715],"domain_scores_gemma":[0.9921116,0.004017693,0.0006653118,0.0009257814,0.001338658,0.0009410314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001421638,0.00002083744,0.0002557608,0.0001120022,0.000004877178,0.0002898987,0.08120914,0.0001628475,0.0002548349,0.9090371,0.002424577,0.00621395],"study_design_scores_gemma":[0.00001623574,0.00004556358,0.0006897778,0.0006598149,0.000007697835,0.0009653131,0.1272648,0.0007087007,0.0004304625,0.3971528,0.4720095,0.00004944182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06985722,0.01762241,0.1947149,0.1197665,0.003240217,0.0006590098,0.0004299084,0.0003303877,0.5933794],"genre_scores_gemma":[0.8816898,0.007388748,0.04687773,0.004819324,0.0006955132,0.000950037,0.0004115247,0.0002844655,0.0568829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01848545,"threshold_uncertainty_score":0.07695782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7389773677797495,"score_gpt":0.5412319155841774,"score_spread":0.1977454521955722,"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."}}