{"id":"W4255037772","doi":"10.51656/psycause.v8i2.20121","title":"Éditorial","year":2019,"lang":"fr","type":"article","venue":"Psycause revue scientifique étudiante de l École de psychologie de l Université Laval","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006989521,0.0003601451,0.0004302352,0.0003050565,0.0008324141,0.0001925411,0.00119592,0.0008548604,0.0009383931],"category_scores_gemma":[0.0009371072,0.0004669118,0.0003567554,0.001536447,0.001476535,0.0005347292,0.0001139052,0.0008553073,0.0008132561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718298,"about_ca_system_score_gemma":0.001653027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133346,"about_ca_topic_score_gemma":0.0008842211,"domain_scores_codex":[0.9946538,0.001946378,0.000412567,0.001045191,0.0003854859,0.001556597],"domain_scores_gemma":[0.996708,0.001274021,0.0003450081,0.0006765035,0.0004300299,0.0005664013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001651843,0.00141742,0.2274776,0.0005416215,0.000492231,0.0002402994,0.1230964,0.0007569299,0.006184078,0.3832083,0.2472184,0.009201531],"study_design_scores_gemma":[0.002327097,0.0002260016,0.0720642,0.0007839453,0.0002767251,0.0001580745,0.08289661,0.0006202033,0.0002672513,0.01156314,0.8277098,0.001106959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7518052,0.002254314,0.00133409,0.08954329,0.06964313,0.0008515422,0.0001452989,0.0002448473,0.08417823],"genre_scores_gemma":[0.7753884,0.01497433,0.01197661,0.003678095,0.02820745,0.00005734239,0.00009492693,0.0001162417,0.1655066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5804914,"threshold_uncertainty_score":0.9999749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072668247989192,"score_gpt":0.3806527587131956,"score_spread":0.2733859339142765,"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."}}