{"id":"W2324439730","doi":"10.1177/1362168815619953","title":"Second language education and micro-policy implementation in Canada: The meaning of pedagogical change","year":2015,"lang":"en","type":"article","venue":"Language Teaching Research","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Context (archaeology); Meaning (existential); Agency (philosophy); Sustainability; Perspective (graphical); Pedagogy; Stakeholder; Sociology; Language policy; Language education; Public relations; Political science; Psychology; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0149063,0.0004597812,0.0009285631,0.004134243,0.02704087,0.01543825,0.002840761,0.001774089,0.003074411],"category_scores_gemma":[0.03612356,0.0005029056,0.0005244256,0.01034265,0.0201679,0.003720927,0.00809066,0.003897421,0.0001375995],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3067842,"about_ca_system_score_gemma":0.3759104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953837,"about_ca_topic_score_gemma":0.9966902,"domain_scores_codex":[0.9773551,0.006398312,0.0006863463,0.001765834,0.007211121,0.006583303],"domain_scores_gemma":[0.9665345,0.01550012,0.003235762,0.001108639,0.009835075,0.003785978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001858558,0.0001758505,0.1129853,0.0006219257,0.00005867497,0.001060716,0.75254,0.0008724239,0.0007784213,0.0468018,0.004032972,0.07988604],"study_design_scores_gemma":[0.00002478884,0.00006795761,0.2028561,0.000694763,0.0000472535,0.00009737004,0.7417109,0.001160286,0.000689713,0.004307524,0.0482172,0.0001261987],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9041316,0.003497093,0.002543578,0.02429599,0.0001209942,0.0003702374,0.0005826399,0.00006102136,0.06439686],"genre_scores_gemma":[0.9951197,0.0007747257,0.001034184,0.0005930004,0.000007874366,0.00007632022,0.00006931071,0.00001518475,0.002309781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6932157,"threshold_uncertainty_score":0.804032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1859547224905517,"score_gpt":0.4357465577403285,"score_spread":0.2497918352497768,"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."}}