{"id":"W2154062307","doi":"10.7202/018989ar","title":"Les stratégies d’apprentissage : un cadre de référence simplifié","year":2008,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Political science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00560904,0.0002244618,0.0002294235,0.0002192101,0.002055218,0.0001223781,0.0005348474,0.000247162,0.001254939],"category_scores_gemma":[0.001066528,0.0002457653,0.00008597243,0.001121192,0.003011605,0.0003081477,0.00004445988,0.0006597448,0.0001522207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005699183,"about_ca_system_score_gemma":0.0005589383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003457204,"about_ca_topic_score_gemma":0.0001071132,"domain_scores_codex":[0.9948367,0.003302853,0.0003638404,0.0005583876,0.0001966244,0.000741611],"domain_scores_gemma":[0.9985504,0.000565749,0.00028341,0.000332,0.0001495878,0.0001188724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001903415,0.0005033143,0.1495918,0.0003015173,0.00005326663,0.00007051702,0.372683,0.002541024,0.005409363,0.126242,0.005263052,0.3373221],"study_design_scores_gemma":[0.0003392361,0.0005277206,0.9001436,0.0005095617,0.00006985321,0.002710276,0.02752589,0.004481707,0.00133982,0.02608807,0.03563133,0.0006329456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8088943,0.004598851,0.121382,0.002399639,0.001976032,0.0001289769,0.000009515472,0.00009305294,0.06051766],"genre_scores_gemma":[0.8945068,0.0002300549,0.08196486,0.0001328166,0.000504244,0.00002036667,0.000010272,0.00001921803,0.02261144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7505518,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4673270932796091,"score_gpt":0.4950554635425234,"score_spread":0.02772837026291436,"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."}}