{"id":"W1518601948","doi":"","title":"Australian policy activism in language and literacy","year":2001,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Sociology; Language policy; Political science; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008177213,0.0002410204,0.000433935,0.0005392563,0.0002635757,0.0001516687,0.0003343167,0.0001467507,0.0003113146],"category_scores_gemma":[0.0009949191,0.0002475396,0.00008703193,0.0008309343,0.0002439019,0.0003420155,0.00002285927,0.000234428,0.00003794953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008634915,"about_ca_system_score_gemma":0.0006849245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.89487,"about_ca_topic_score_gemma":0.9449556,"domain_scores_codex":[0.9977797,0.0003876683,0.0003503911,0.0003762227,0.00009695218,0.001009093],"domain_scores_gemma":[0.9980067,0.0001787388,0.0001162054,0.0003880495,0.00008804924,0.001222274],"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":[0.000004680433,0.00003061987,0.02182143,0.001286468,0.00003649669,0.001615911,0.7442816,0.000001335507,0.0009926107,0.01087916,0.002239687,0.2168099],"study_design_scores_gemma":[0.0003386302,0.00002887855,0.05382182,0.004806261,0.00004326402,0.0004296604,0.06739227,0.00003578757,0.00001449465,0.0007804923,0.8715658,0.0007426846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9302003,0.04091773,0.000005575379,0.008712281,0.0001171831,0.0004908079,0.0001319484,0.00005407263,0.01937006],"genre_scores_gemma":[0.9702402,0.01577392,0.0001419378,0.001856691,0.0007907475,0.00005584485,0.00005749985,0.00004088216,0.01104229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8693261,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371391245495197,"score_gpt":0.3316338980141539,"score_spread":0.3079199855592019,"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."}}