{"id":"W2289867078","doi":"10.18192/olbiwp.v3i0.1097","title":"Toward a policy of heterogeneity in Canada: The journeys of integration of multilingual student teachers of FSL in Ontario in plurilingual times","year":2011,"lang":"en","type":"article","venue":"OLBI Journal","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Multilingualism; Language policy; Language planning; Sociocultural evolution; Sociology; Ethnography; Identity (music); Diversity (politics); Bilingual education; Public policy; Neuroscience of multilingualism; Political science; Linguistics; Public relations; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.001762393,0.00008992844,0.0003048527,0.0003378432,0.00003582178,0.000006513586,0.0003485481,0.00006654034,0.0002500553],"category_scores_gemma":[0.0007631566,0.00006961125,0.00007502409,0.0003500924,0.0001806193,0.00008382759,0.0000295079,0.0004189419,2.3305e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009573278,"about_ca_system_score_gemma":0.01186492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974404,"about_ca_topic_score_gemma":0.9995672,"domain_scores_codex":[0.9979709,0.0004250202,0.000876516,0.00008872219,0.0004233179,0.0002155212],"domain_scores_gemma":[0.9989274,0.0001209555,0.0005821703,0.0001077926,0.0001802897,0.00008139778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004550661,0.0002289572,0.4110812,0.000007137022,0.00001420102,0.000002921072,0.5823799,0.00008936445,0.0004412514,0.0004418073,0.00001245147,0.005255207],"study_design_scores_gemma":[0.0006876912,0.00005943098,0.8713835,0.0001449178,0.000007934706,0.00000380612,0.1169657,0.00002601809,0.0102251,0.0002502852,0.0001744047,0.00007114503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994289,0.00009549666,0.000002382312,0.0002082642,0.0001820008,0.0001425299,0.000004041102,9.640496e-7,0.00507527],"genre_scores_gemma":[0.9994881,0.00005550446,0.0002060735,0.0000363891,0.00006738267,0.000001579779,5.941776e-7,0.00000471153,0.0001396946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4654142,"threshold_uncertainty_score":0.9937369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335896808127423,"score_gpt":0.4202933555788373,"score_spread":0.2867036747660951,"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."}}