{"id":"W7027873294","doi":"","title":"Description des habitudes de vie des membres de la communauté de l'Université du Québec à Trois-Rivières","year":2017,"lang":"fr","type":"dissertation","venue":"e-Theses (Université du Québec à Trois-Rivières)","topic":"Statistical Methods and Applications","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Identity (music); Subject (documents); Agency (philosophy)","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.001873825,0.001501064,0.001764763,0.000713437,0.005434432,0.0009426183,0.003019297,0.00118825,0.003867459],"category_scores_gemma":[0.005910994,0.001640806,0.001073821,0.000562157,0.003427052,0.001211119,0.0005409521,0.001584243,0.000428181],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004863536,"about_ca_system_score_gemma":0.00363264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.789998,"about_ca_topic_score_gemma":0.9136086,"domain_scores_codex":[0.993027,0.002069838,0.0009818833,0.001252916,0.0008019813,0.00186636],"domain_scores_gemma":[0.9848812,0.0102079,0.001326085,0.001858254,0.0006493406,0.001077254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002122651,0.004464289,0.2824507,0.004495001,0.003326589,0.001016854,0.3498447,0.0008441386,0.0267426,0.1586554,0.01767254,0.1483646],"study_design_scores_gemma":[0.004075541,0.0008993909,0.7783877,0.004191005,0.005630788,0.0006438989,0.07003775,0.01508821,0.00637661,0.07821276,0.03314069,0.003315702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7861024,0.00422693,0.1954931,0.002020726,0.0001957069,0.0009942338,0.0003690374,0.000445474,0.01015246],"genre_scores_gemma":[0.8706151,0.003281213,0.1102725,0.000158332,0.0004719897,0.0001484732,0.0001832243,0.000355679,0.01451343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4959369,"threshold_uncertainty_score":0.9997739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736352513620927,"score_gpt":0.2756277526792569,"score_spread":0.2482642275430476,"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."}}