{"id":"W4389105194","doi":"10.7202/1107487ar","title":"Immigration, intégration et marqueurs sociaux au Manitoba : identité et rapport autre","year":2023,"lang":"fr","type":"article","venue":"Cahiers franco-canadiens de l Ouest","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Saint-Boniface; Université de Moncton; University of Manitoba","funders":"","keywords":"Humanities; Sociology; Immigration; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002164952,0.0003401347,0.0004157319,0.001121943,0.002611442,0.0006955977,0.0005020629,0.0007166544,0.0007919419],"category_scores_gemma":[0.0003688542,0.0005284894,0.0003215915,0.002308561,0.002339101,0.001037577,0.00004356072,0.0008466513,0.002033888],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009110593,"about_ca_system_score_gemma":0.008387628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9182859,"about_ca_topic_score_gemma":0.999345,"domain_scores_codex":[0.9961649,0.0006791489,0.0005491519,0.0006219733,0.0006057833,0.001379065],"domain_scores_gemma":[0.9978522,0.0001738838,0.0002948252,0.0004130465,0.0002685302,0.0009975294],"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":[0.00001090997,0.00005211716,0.003705082,0.00011145,0.0001079271,0.0005113797,0.1809447,0.0000964156,0.00004979045,0.1200614,0.6803176,0.01403109],"study_design_scores_gemma":[0.0003123377,0.0000586295,0.03575347,0.00009417141,0.0001237376,0.00002204482,0.03267335,0.0002014222,0.000005781898,0.003038566,0.9271938,0.0005226479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.775116,0.003221917,0.0006190453,0.08481263,0.02457701,0.000971798,0.000858431,0.0005258549,0.1092973],"genre_scores_gemma":[0.6344281,0.005065238,0.0001513481,0.007902874,0.002427177,0.00012626,0.0005299565,0.0001317812,0.3492372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2468762,"threshold_uncertainty_score":0.9997166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849993122684525,"score_gpt":0.2587362682963941,"score_spread":0.2402363370695488,"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."}}