{"id":"W4385386002","doi":"10.1007/978-3-031-30992-2_15","title":"Correction to: Measuring and Validating Assumptions About Self-Regulated Learning with Multimodal Data","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in analytics for learning and teaching","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Artificial intelligence; Psychology; Cognitive 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":[0.008052631,0.002755665,0.0042467,0.006395468,0.007521323,0.007287777,0.0056148,0.01232391,0.1545869],"category_scores_gemma":[0.1991615,0.001921503,0.00201778,0.005989169,0.005797135,0.004824916,0.005721671,0.01497908,0.1070064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005884041,"about_ca_system_score_gemma":0.009450656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01532697,"about_ca_topic_score_gemma":0.02076786,"domain_scores_codex":[0.9850086,0.001914195,0.002901969,0.002124783,0.006787254,0.001263221],"domain_scores_gemma":[0.8102887,0.03837664,0.00715897,0.01966887,0.1197435,0.00476322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003848247,0.000007646729,0.00008882301,0.0001221658,0.000009962529,0.0001462339,0.00007633398,0.00004240651,0.00006456437,0.001038716,0.9924662,0.005898544],"study_design_scores_gemma":[0.0001045024,0.00003374078,0.002358368,0.0005518152,0.00005630275,0.0009236249,0.0004519562,0.0009641295,0.001219564,0.004970082,0.9882357,0.0001302393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0004871294,0.000512732,0.003163826,0.05920802,0.9256471,0.0001128922,0.003544108,0.002495319,0.004828896],"genre_scores_gemma":[0.05857311,0.004475282,0.03247594,0.1221288,0.2311719,0.002167271,0.01083785,0.01321089,0.5249589],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1545869,"threshold_uncertainty_score":0.5171448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06917388691982373,"score_gpt":0.3951415279628948,"score_spread":0.3259676410430711,"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."}}