{"id":"W4399523409","doi":"10.3389/feduc.2024.1402599","title":"Development of a metacognition co-curriculum for a university course in introductory organic chemistry","year":2024,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Metacognition; Competence (human resources); Curriculum; Mathematics education; Psychology; Task (project management); Cognition; Pedagogy; Engineering; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001344008,0.0004033235,0.000305711,0.0007695236,0.0005385831,0.0005068388,0.001193045,0.0005078461,0.005207033],"category_scores_gemma":[0.001827769,0.0002123068,0.0003882265,0.0002806141,0.0001825394,0.0004239462,0.001410446,0.001015506,0.001757201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005929848,"about_ca_system_score_gemma":0.003145822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005882737,"about_ca_topic_score_gemma":0.001850414,"domain_scores_codex":[0.9996301,0.0000711614,0.00002245069,0.00008772539,0.0001092163,0.00007928928],"domain_scores_gemma":[0.9987445,0.0001924132,0.0001056785,0.0001027284,0.0002020349,0.0006525401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006185095,0.02545213,0.01186512,0.0004030103,0.00002074846,0.0003160734,0.00130692,0.002295181,0.05426535,0.002074766,0.004927291,0.8964549],"study_design_scores_gemma":[0.001852882,0.0590284,0.2913038,0.001123266,0.000290358,0.002183225,0.002880485,0.03824928,0.324791,0.009378751,0.2686212,0.0002972613],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.865896,0.0003371245,0.1035137,0.001098973,0.0003842721,0.00713562,0.0004947024,0.001967817,0.01917174],"genre_scores_gemma":[0.422491,0.000470799,0.5462083,0.0003719056,0.00008505415,0.004241096,0.0007356616,0.000115296,0.02528088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005207033,"threshold_uncertainty_score":0.01741928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450165440931806,"score_gpt":0.3500158805198713,"score_spread":0.3355142261105532,"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."}}