{"id":"W1556297115","doi":"","title":"Introduction: Language, Identity and Educational Policies","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Publication; Audience measurement; Discipline; Sociology; Education policy; Educational research; Language policy; Variety (cybernetics); Political science; Public relations; Pedagogy; Social science; Higher education; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001542746,0.0007962784,0.0005277719,0.001456973,0.005022777,0.008394957,0.001432632,0.004587758,0.05702466],"category_scores_gemma":[0.005176824,0.0002784076,0.0003092356,0.003009339,0.004411043,0.002493085,0.001824769,0.004308622,0.01269841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02011961,"about_ca_system_score_gemma":0.02908397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5788603,"about_ca_topic_score_gemma":0.5915621,"domain_scores_codex":[0.9978389,0.0002020846,0.00009107008,0.0003406031,0.001211991,0.0003152604],"domain_scores_gemma":[0.9961116,0.0007402119,0.0001903867,0.0001725399,0.002205174,0.0005801177],"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":[0.00001117499,0.000005348456,0.0002699621,0.0001941735,0.000002733723,0.00003148656,0.0005992982,0.00006536081,0.00004203406,0.03413511,0.9460499,0.01859343],"study_design_scores_gemma":[0.00000304687,0.000003869225,0.001402177,0.0003161652,0.000003209037,0.00003364112,0.00029756,0.00003394156,0.000025645,0.004375278,0.9934957,0.000009924002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002320587,0.08702241,0.002366212,0.3503668,0.09001427,0.0001561693,0.01058793,0.0006113662,0.4565542],"genre_scores_gemma":[0.09032509,0.06580982,0.00320498,0.1212963,0.05388968,0.000220352,0.005615829,0.0004238595,0.6592141],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5788603,"threshold_uncertainty_score":0.8472398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04724195506923792,"score_gpt":0.4024497695309375,"score_spread":0.3552078144616996,"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."}}