{"id":"W16495379","doi":"10.1681/asn.2005080803","title":"Ouvrir des portes : la compétence « apprécier »","year":2007,"lang":"en","type":"article","venue":"Québec français/Québec-français","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep Marie-Victorin","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00527618,0.0004885934,0.0005794036,0.0002825344,0.002718673,0.0001585626,0.001055373,0.0005033542,0.001992545],"category_scores_gemma":[0.002576455,0.0004925836,0.0003420727,0.0008907414,0.005471814,0.0006051073,0.0000920009,0.0006307132,0.0009123653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004324869,"about_ca_system_score_gemma":0.004159805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9275806,"about_ca_topic_score_gemma":0.9188303,"domain_scores_codex":[0.9956829,0.0005193318,0.0008673337,0.0008119759,0.0008625402,0.001255908],"domain_scores_gemma":[0.9931464,0.004803925,0.0003105973,0.0005801716,0.0005886117,0.0005703337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003180269,0.0004159675,0.3967718,0.00006410883,0.0001421749,0.00001575658,0.5268801,0.00001727869,0.0002588769,0.01660361,0.01968348,0.039115],"study_design_scores_gemma":[0.0005830256,0.00007156257,0.328067,0.00007550553,0.00007462542,0.00001016013,0.05454926,0.0000276691,0.0001082027,0.001101701,0.6146802,0.000651064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7003526,0.01663168,0.005334396,0.01908591,0.002422879,0.0008621458,0.00003436216,0.0009000798,0.2543759],"genre_scores_gemma":[0.9838462,0.000288761,0.003259428,0.001827492,0.002307094,0.00008285747,0.00002596362,0.00007719068,0.008285007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5949968,"threshold_uncertainty_score":0.9998655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0866667530165924,"score_gpt":0.385562699590289,"score_spread":0.2988959465736967,"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."}}