{"id":"W1588508497","doi":"10.18806/tesl.v27i2.1047","title":"Toward a Framework for Self-Regulated Language-Learning","year":2010,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thinkpath Engineering Services (Canada)","funders":"","keywords":"Premise; Psychology; Language acquisition; Experiential learning; Value (mathematics); Learner autonomy; Pedagogy; Self-regulated learning; Active learning (machine learning); Mathematics education; Language education; Comprehension approach; Linguistics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01078873,0.001050036,0.0006116542,0.002283579,0.003728929,0.009501358,0.003151274,0.004212118,0.003328041],"category_scores_gemma":[0.004447803,0.0005410858,0.00106329,0.001149013,0.02847558,0.008712018,0.004872397,0.006306853,0.0006876011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008544645,"about_ca_system_score_gemma":0.007938809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005673173,"about_ca_topic_score_gemma":0.005139292,"domain_scores_codex":[0.9928244,0.005101165,0.0002310517,0.0005722535,0.0007757464,0.0004954728],"domain_scores_gemma":[0.9949918,0.002687417,0.0005141047,0.0003751034,0.0007706652,0.0006609897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002202712,0.00002060664,0.0001261821,0.00002043318,0.000001738411,0.00004672381,0.004919751,0.0002879173,0.00005454738,0.9928623,0.000236644,0.001420985],"study_design_scores_gemma":[0.00001330632,0.00003201693,0.0003399022,0.0001121113,0.000004470817,0.00009065405,0.004062492,0.003223085,0.0001488488,0.9618708,0.03008669,0.00001557183],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02680591,0.003222401,0.5595145,0.04415796,0.0004883977,0.0007324527,0.0001124619,0.0003252183,0.3646407],"genre_scores_gemma":[0.7210569,0.001649946,0.2562402,0.002423228,0.0002159216,0.001874406,0.0001086073,0.0001353217,0.01629551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01078873,"threshold_uncertainty_score":0.06199598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495775459063998,"score_gpt":0.3589931885823285,"score_spread":0.3340354339916886,"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."}}