{"id":"W7005195148","doi":"","title":"Prédire la situation de risque des étudiants au collège hommes et étudiants ayant des incapacités : rapport final présenté à PAREA = Predicting the at risk status of college students : males and students with disabilities : final report presented to PAREA","year":2015,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Council on Learning","keywords":"Research methodology; Context (archaeology); Higher education; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002397101,0.0002103828,0.000320909,0.00120873,0.001117556,0.001582264,0.0004162982,0.0005965491,0.004790975],"category_scores_gemma":[0.00999268,0.0002522336,0.0004102448,0.001164348,0.0002367192,0.0008781111,0.001196327,0.00100615,0.0003820613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006774286,"about_ca_system_score_gemma":0.001335611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06109171,"about_ca_topic_score_gemma":0.08378299,"domain_scores_codex":[0.9991286,0.0004317128,0.00006824702,0.0001122808,0.000100733,0.0001583347],"domain_scores_gemma":[0.9961372,0.001680125,0.0007500398,0.000132731,0.00068345,0.0006165045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001386807,0.0001231305,0.9587877,0.0001105803,0.00007747869,0.0006111008,0.01211525,0.00004088693,0.0001838781,0.0001776149,0.002228893,0.02540477],"study_design_scores_gemma":[0.000006192962,0.0001758863,0.978671,0.0001131512,0.00003479841,0.0002700538,0.01776898,0.00009822641,0.0000822182,0.00007607662,0.002687052,0.00001629862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937288,0.001109995,0.0002434351,0.001711934,0.00007350951,0.00005491701,0.0004017951,0.000005930574,0.002669606],"genre_scores_gemma":[0.9930884,0.00174133,0.0004580667,0.0004390378,0.0001312917,0.0001671456,0.0005191177,0.000006444064,0.003449147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06109171,"threshold_uncertainty_score":0.1214722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812819427492906,"score_gpt":0.2774798131808847,"score_spread":0.2593516189059556,"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."}}