{"id":"W1537148769","doi":"","title":"Messagerie Groupwise pour les élèves","year":2014,"lang":"fr","type":"article","venue":"//www2.cslaval.qc.ca/trousseapo","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00980843,0.001790499,0.002857004,0.0004154382,0.004100152,0.0001842774,0.001621971,0.004800725,0.01646379],"category_scores_gemma":[0.00346871,0.001666428,0.001148425,0.00130696,0.001333472,0.0009274184,0.0007269148,0.008947702,0.01438556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205034,"about_ca_system_score_gemma":0.004466467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009009069,"about_ca_topic_score_gemma":0.002959914,"domain_scores_codex":[0.9786356,0.008546689,0.003349541,0.00233256,0.002086103,0.005049477],"domain_scores_gemma":[0.9859846,0.005893183,0.00136549,0.002944591,0.0009692534,0.002842837],"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":[0.0002821169,0.001628473,0.02586617,0.006434409,0.0005064662,0.0002305249,0.06157928,0.00003225402,0.0005544358,0.01664579,0.820285,0.06595509],"study_design_scores_gemma":[0.005309613,0.00104356,0.02938329,0.002427228,0.0005979703,0.00006121557,0.03570583,0.002886658,0.00007066577,0.004421305,0.9164738,0.00161885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6961344,0.02317373,0.005560976,0.1391444,0.01581046,0.004655428,0.0007495977,0.001160645,0.1136104],"genre_scores_gemma":[0.8103967,0.0131371,0.005162381,0.03396404,0.01699661,0.0005320779,0.000625021,0.0006300343,0.118556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1142623,"threshold_uncertainty_score":0.9994841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03771900043835134,"score_gpt":0.3618577596477425,"score_spread":0.3241387592093912,"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."}}