{"id":"W4403558083","doi":"10.5539/hes.v14n4p153","title":"A Development of Online Problem-Based Learning Model to Promote Self-Regulated Learning among Undergraduates","year":2024,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Self-regulated learning; Problem-based learning; Educational technology; Independent study; Teaching method; Medical education; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004081901,0.0005185804,0.0004063778,0.001231553,0.0006136117,0.002428487,0.001830391,0.0009199914,0.002407726],"category_scores_gemma":[0.009263014,0.0002808044,0.0005835479,0.000684427,0.0007132225,0.003296227,0.001488418,0.0009575516,0.0005856949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00277411,"about_ca_system_score_gemma":0.00524031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0033267,"about_ca_topic_score_gemma":0.003283278,"domain_scores_codex":[0.9973444,0.001349492,0.0001779651,0.0002917978,0.0007115321,0.0001247914],"domain_scores_gemma":[0.9956321,0.002169216,0.0003283335,0.0002854722,0.001247853,0.0003371545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003730667,0.005962359,0.05182561,0.001607225,0.000122731,0.0005519366,0.02441515,0.07992607,0.009969721,0.1161581,0.008575535,0.7005126],"study_design_scores_gemma":[0.0006522318,0.003606414,0.02803464,0.001458942,0.0002568176,0.0007249826,0.01190633,0.8092678,0.01367487,0.05949235,0.07070114,0.000223395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4347612,0.0003483247,0.4923284,0.003749153,0.0001246813,0.00591945,0.0003309277,0.00117103,0.06126676],"genre_scores_gemma":[0.5508627,0.0002883158,0.4390953,0.0002291049,0.0000117113,0.003191008,0.0003904679,0.00004673443,0.005884681],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004081901,"threshold_uncertainty_score":0.02158743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004310992379574,"score_gpt":0.4422808886047555,"score_spread":0.3418497893667981,"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."}}