{"id":"W152833436","doi":"","title":"Production d'un discours sur l'immigration et la diversite par les organismes francophones et acadiens au Canada","year":2005,"lang":"fr","type":"article","venue":"Canadian ethnic studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Immigration; Political science; French; Ethnology; Sociology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0009168176,0.0002601068,0.0003497942,0.0003696501,0.002445242,0.00006477849,0.0002525162,0.0002304593,0.0005968128],"category_scores_gemma":[0.0006438039,0.0003437618,0.0001028192,0.0007646708,0.001781381,0.000644105,0.0000464084,0.0005204,0.00009921765],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008823223,"about_ca_system_score_gemma":0.01426511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998749,"about_ca_topic_score_gemma":0.9999999,"domain_scores_codex":[0.9974248,0.0006280086,0.0002850068,0.0004663766,0.0004095698,0.0007862699],"domain_scores_gemma":[0.9984913,0.0002515776,0.0001554035,0.0002239475,0.0002578864,0.0006198789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005402473,0.00002859616,0.001658917,0.00008954441,0.0003094602,0.00007993456,0.1872419,0.0002895822,0.00001930464,0.007494206,0.4004441,0.4023391],"study_design_scores_gemma":[0.0001356972,0.00001792304,0.2099811,0.0001121415,0.0001241186,0.000007215113,0.07550697,0.000004035429,0.0000208214,0.0001663469,0.7135683,0.0003553281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4256671,0.2714393,0.000004637894,0.2804353,0.0110122,0.0004214888,0.0006006221,0.0000528465,0.01036652],"genre_scores_gemma":[0.8518373,0.08758562,0.0000544883,0.002600247,0.001863192,0.00002336659,0.00003064367,0.0000361408,0.05596897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4261703,"threshold_uncertainty_score":0.9999014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03493484331239141,"score_gpt":0.2849912224064913,"score_spread":0.2500563790940998,"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."}}