{"id":"W2887419219","doi":"10.7202/1050811ar","title":"Principals’ Beliefs About Language Learning and Inclusion of English Language Learners in Canadian Elementary French Immersion Programs","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Applied Linguistics","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Ell; Inclusion (mineral); Language policy; Pedagogy; Documentation; Neuroscience of multilingualism; French immersion; Psychology; Sociology; Mathematics education; Teaching method; Vocabulary development; Social psychology; Computer science","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":[0.00121079,0.0001031564,0.000188613,0.0004850511,0.0007103091,0.00004362861,0.0002324769,0.0001191411,0.0002775042],"category_scores_gemma":[0.002877569,0.0001100444,0.00003278864,0.0003263435,0.0003267249,0.0000204842,0.00006028872,0.0003520943,0.000003296145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004136424,"about_ca_system_score_gemma":0.004261912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8838004,"about_ca_topic_score_gemma":0.9715496,"domain_scores_codex":[0.9987282,0.00007124459,0.0003710637,0.0001200408,0.0002360776,0.0004734019],"domain_scores_gemma":[0.998145,0.00006335074,0.0002384475,0.00008246573,0.000437484,0.001033205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000099567,0.0000194852,0.04087145,0.00002802651,0.00001518517,0.0000356596,0.9147388,0.00001472032,0.00007624213,0.005901431,0.0003126374,0.03797638],"study_design_scores_gemma":[0.0004610761,0.0001172074,0.0026624,0.000152717,0.00002246573,0.000001165526,0.176806,0.00004138055,0.0002788489,0.0001481259,0.8191134,0.000195212],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8690571,0.0004061257,0.000001344004,0.00009761691,0.0008387487,0.0001568455,0.00001005289,0.00000573947,0.1294264],"genre_scores_gemma":[0.9962096,0.00005792708,0.0007448169,0.0002333134,0.002422899,0.000001285333,0.00001539331,0.00001377844,0.0003009445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8188007,"threshold_uncertainty_score":0.756045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630312948630408,"score_gpt":0.350509308334908,"score_spread":0.3342061788486039,"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."}}