{"id":"W2336898308","doi":"10.4324/9780203839010.ch8","title":"Studying Self-Regulated Learning in Classrooms","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics education; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004836461,0.0004828272,0.0007043645,0.0006651337,0.0001164764,0.00003639896,0.0002877764,0.0008538727,0.009633006],"category_scores_gemma":[0.0001787386,0.0004549678,0.0001126262,0.0001348185,0.00007144938,0.00004460157,0.0001151773,0.003822244,0.00185509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000283889,"about_ca_system_score_gemma":0.0001013771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001433281,"about_ca_topic_score_gemma":0.00002608215,"domain_scores_codex":[0.996877,0.0009609965,0.0006178566,0.0007124478,0.0003505575,0.0004811532],"domain_scores_gemma":[0.9985606,0.0003282132,0.0003634818,0.0004670742,0.0001937599,0.00008685468],"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":[0.0001506948,0.0001782025,0.005904641,0.00004685732,0.0008371536,0.0003234266,0.02335506,0.0002735534,0.00003737155,0.762178,0.02992149,0.1767935],"study_design_scores_gemma":[0.001044644,0.0002652482,0.003414264,0.000154614,0.00005377142,0.00002661184,0.0006496771,0.00007761634,7.284785e-7,0.006222301,0.987442,0.0006485581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001776485,0.0005487326,0.001640689,0.0001119247,0.0009792693,0.0002830443,0.000001186167,0.0008914376,0.9937673],"genre_scores_gemma":[0.02714648,0.000003893159,0.003593842,0.0001100902,0.0003199811,0.00001263934,0.00004630268,0.0001671319,0.9685996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9575205,"threshold_uncertainty_score":0.9997902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179793132149197,"score_gpt":0.3851898489772556,"score_spread":0.2672105357623359,"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."}}