{"id":"W2054046263","doi":"10.3406/oss.2005.1018","title":"Les vagues migratoires et leur impact : le cas du Québec","year":2005,"lang":"fr","type":"article","venue":"Santé Société et Solidarité","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Humanities; Political science; Geography; Art","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":["insufficient_payload"],"category_scores_codex":[0.0009535705,0.0003648903,0.000522511,0.0002979225,0.002540473,0.0009683721,0.0005432346,0.0004695988,0.009311338],"category_scores_gemma":[0.0002707246,0.0004698206,0.0006420396,0.0003963582,0.002525091,0.001098431,0.0001097888,0.0006901067,0.001231086],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004461007,"about_ca_system_score_gemma":0.009095971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945661,"about_ca_topic_score_gemma":0.9993774,"domain_scores_codex":[0.9967968,0.0007407379,0.0004710283,0.0005073439,0.0005611249,0.0009229491],"domain_scores_gemma":[0.9983177,0.0003828311,0.0002451696,0.0003625498,0.0001641697,0.0005276395],"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":[0.00002713364,0.0004335292,0.009176821,0.00007039911,0.0002375486,0.00008789924,0.1587387,0.00008835635,0.00006847521,0.05988736,0.4678625,0.3033212],"study_design_scores_gemma":[0.0004740202,0.00006617118,0.0156548,0.0000671241,0.0000951887,0.00002210052,0.0127336,0.00006984552,0.00001798318,0.001323923,0.9689548,0.0005204694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.344685,0.08655054,0.00006370775,0.1335303,0.002256236,0.0003665324,0.0004496047,0.0002440287,0.431854],"genre_scores_gemma":[0.8991048,0.005729925,0.0001228326,0.002477202,0.002125488,0.00001865631,0.00002065959,0.00006136227,0.09033908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5544198,"threshold_uncertainty_score":0.9997754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863261891104705,"score_gpt":0.3307046843522348,"score_spread":0.3120720654411878,"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."}}