{"id":"W2619020480","doi":"","title":"Écrire pour décrire","year":2010,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cégep de l'Abitibi Témiscamingue","funders":"","keywords":"Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004735479,0.002146459,0.001719718,0.002836908,0.004178568,0.006300446,0.003147678,0.005590172,0.4315742],"category_scores_gemma":[0.02447142,0.0004971708,0.001426037,0.001463812,0.001783115,0.004535165,0.003795936,0.005945452,0.2027586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005189093,"about_ca_system_score_gemma":0.007995014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03092801,"about_ca_topic_score_gemma":0.04215458,"domain_scores_codex":[0.9932263,0.001362196,0.0003185436,0.001026382,0.003003043,0.001063536],"domain_scores_gemma":[0.9822513,0.00174665,0.0008737977,0.001886788,0.009696325,0.003545167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001890893,0.00008275751,0.001328623,0.0004184508,0.00004973444,0.00156241,0.0006637676,0.00009052041,0.002999684,0.01169413,0.8665639,0.1143571],"study_design_scores_gemma":[0.0000166623,0.0000171804,0.0008726593,0.0001126127,0.00001090912,0.0006942802,0.0002524093,0.00005831605,0.0004539024,0.000541779,0.9969525,0.00001673658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009801941,0.03970222,0.01005826,0.2667532,0.2763667,0.0007434491,0.005986266,0.006234987,0.3843529],"genre_scores_gemma":[0.02968114,0.006816656,0.002946128,0.042055,0.04053519,0.0002005306,0.00185115,0.001284784,0.8746294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4315742,"threshold_uncertainty_score":0.8107904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04615179344414709,"score_gpt":0.2959968398781848,"score_spread":0.2498450464340377,"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."}}