{"id":"W4391810141","doi":"10.1080/00461520.2023.2294881","title":"An integrated model of socially shared regulation of learning: The role of metacognition, affect, and motivation","year":2024,"lang":"en","type":"article","venue":"Educational Psychologist","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Metacognition; Psychology; Affect (linguistics); Self-regulated learning; Cognition; Cognitive psychology; Task (project management); Elaboration; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001816456,0.0001003199,0.0001639634,0.0001857925,0.00008138284,0.00001643538,0.0001286383,0.00009974245,0.0004161815],"category_scores_gemma":[0.0006067541,0.00007652226,0.00005131357,0.0004317925,0.000509544,0.0001000625,0.00001201508,0.0003180089,0.000004447646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001608471,"about_ca_system_score_gemma":0.0001304794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006733372,"about_ca_topic_score_gemma":0.000002026451,"domain_scores_codex":[0.998269,0.0008924624,0.0003523627,0.0002385405,0.0001540885,0.00009351275],"domain_scores_gemma":[0.9985142,0.0006697475,0.0002701434,0.0001791908,0.0003482356,0.00001852304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00021009,0.0006943583,0.04506104,0.00008131918,0.00028126,1.021616e-7,0.02760522,0.002267435,0.1806991,0.6508347,0.002246175,0.09001924],"study_design_scores_gemma":[0.0002632879,0.0002812922,0.8479916,0.00009611479,0.00006642233,0.000004876951,0.004133719,0.008449959,0.001918465,0.1358657,0.000795484,0.0001330304],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.911759,0.0006283858,0.06694414,0.001673323,0.0004591723,0.0002267176,0.00004817468,0.00005498856,0.01820614],"genre_scores_gemma":[0.9914421,0.000003782774,0.007043945,0.00003126906,0.0001070449,0.00002470033,0.0002137775,0.00001553292,0.001117868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8029306,"threshold_uncertainty_score":0.4556895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07412494603080631,"score_gpt":0.4240350915663508,"score_spread":0.3499101455355445,"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."}}