{"id":"W4377834904","doi":"10.7202/1099214ar","title":"Introduction","year":2023,"lang":"fr","type":"article","venue":"Les Cahiers du CIÉRA","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec en Outaouais; Université Laval; Fédération des Maisons D'Hébergement pour Femmes","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001737616,0.0009328382,0.0004640038,0.001100546,0.002402147,0.004865803,0.001836453,0.003402511,0.4195506],"category_scores_gemma":[0.004839532,0.000267604,0.0006863029,0.001248979,0.001108548,0.00306993,0.003877956,0.002800125,0.2427132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00236346,"about_ca_system_score_gemma":0.004485247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006873325,"about_ca_topic_score_gemma":0.005704985,"domain_scores_codex":[0.9982948,0.0002338533,0.00008018914,0.0004345852,0.0006789821,0.0002776565],"domain_scores_gemma":[0.9978642,0.0002814074,0.0001224083,0.0001813526,0.001223357,0.0003273246],"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":[0.00005328629,0.00003624651,0.000654795,0.0004270859,0.000004974306,0.0001540879,0.0008293354,0.00006372779,0.0002815922,0.02401081,0.8781255,0.09535851],"study_design_scores_gemma":[0.000003659895,0.000009485144,0.0004286548,0.0001730165,0.000001826583,0.00007258354,0.0002298838,0.0000104149,0.00007181198,0.001328991,0.9976652,0.000004534162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.003149847,0.00783052,0.004870004,0.05401763,0.02822145,0.0004159346,0.01128095,0.001518192,0.8886955],"genre_scores_gemma":[0.02033106,0.005398298,0.003228943,0.02134265,0.005479548,0.0004056923,0.006864705,0.0005921937,0.9363569],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4195506,"threshold_uncertainty_score":0.8279406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0736906190357525,"score_gpt":0.3525325370098089,"score_spread":0.2788419179740563,"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."}}