{"id":"W1506558999","doi":"","title":"The Implications of Bernstein's Theory of Codes on Contemporary Chinese Education","year":2014,"lang":"en","type":"article","venue":"Canadian social science","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Perspective (graphical); Context (archaeology); Attribution; Value (mathematics); Class (philosophy); China; Linguistics; Convergence (economics); Code (set theory); Epistemology; Computer science; Political science; Psychology; Philosophy; Law; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004718896,0.0004176857,0.0003496942,0.002160307,0.004277242,0.00297708,0.001093391,0.001164057,0.002673883],"category_scores_gemma":[0.007366331,0.0001913802,0.0003182501,0.002896633,0.03037514,0.00528586,0.002911906,0.002032485,0.0002372934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01516044,"about_ca_system_score_gemma":0.009714185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09042524,"about_ca_topic_score_gemma":0.04966302,"domain_scores_codex":[0.9971998,0.001338657,0.00009078999,0.0002569707,0.0006874544,0.0004263847],"domain_scores_gemma":[0.995256,0.002842144,0.0003583531,0.0002434565,0.0008421647,0.0004579028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006856597,0.000003718997,0.0004205923,0.00001763039,0.000001033035,0.00004889711,0.008507286,0.0002537776,0.00003609751,0.983931,0.001046706,0.005726425],"study_design_scores_gemma":[0.0000134189,0.00002269167,0.002089394,0.0001017812,0.000003895371,0.00009600796,0.00715664,0.002377563,0.0001811884,0.9524222,0.03550165,0.00003341658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2375145,0.007719739,0.04452303,0.1673545,0.001204367,0.000103999,0.0001895451,0.0000976275,0.5412926],"genre_scores_gemma":[0.9817849,0.002017013,0.003922728,0.001924887,0.0001669779,0.00008750456,0.00002504192,0.00001289292,0.01005801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09042524,"threshold_uncertainty_score":0.1797978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928202941105202,"score_gpt":0.2601719768929915,"score_spread":0.2408899474819395,"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."}}