{"id":"W4400392010","doi":"10.37213/cjal.2024.34202","title":"Éditorial","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal of Applied Linguistics","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000733215,0.0002174255,0.0002924491,0.0002434394,0.0003844965,0.0005161448,0.0003799851,0.0003430181,0.00088719],"category_scores_gemma":[0.002016257,0.0002205359,0.0001810491,0.000312451,0.001117327,0.00005083465,0.00001031367,0.0006544151,0.0003034442],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003225166,"about_ca_system_score_gemma":0.01883193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03008406,"about_ca_topic_score_gemma":0.08848911,"domain_scores_codex":[0.9979023,0.00007145834,0.0006770265,0.0001924696,0.0004616781,0.0006950612],"domain_scores_gemma":[0.996954,0.0002561122,0.000206965,0.0001462251,0.000937307,0.001499398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003928247,0.000007471596,0.0000480196,0.00005783946,0.0000890844,0.0002438653,0.02857831,0.0001824599,0.000007434012,0.6585612,0.3107349,0.001485496],"study_design_scores_gemma":[0.0001542813,0.00003334644,0.00006400171,0.000164837,0.0002089954,0.00001886575,0.005326756,0.0001943999,0.0000507818,0.007049058,0.9864945,0.0002401307],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.01185541,0.02043655,0.0003151124,0.0144146,0.4822941,0.0003916491,0.0004445521,0.00005207724,0.4697959],"genre_scores_gemma":[0.7867143,0.0003033781,0.00177164,0.001828016,0.184867,0.000001329074,0.00001243844,0.00005341036,0.02444849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7748589,"threshold_uncertainty_score":0.9867304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08376003362671319,"score_gpt":0.3685501843339459,"score_spread":0.2847901507072327,"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."}}