{"id":"W2787236567","doi":"10.5539/hes.v8n1p36","title":"Challenges Facing the Shift from the Conventional to Problem-Based Learning Curriculum","year":2018,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Globe; Adaptation (eye); Developing country; Quality (philosophy); Subject (documents); Medical education; Resource (disambiguation); Engineering ethics; Computer science; Political science; Sociology; Medicine; Psychology; Economic growth; Pedagogy; Engineering; Economics","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":[0.03502797,0.0003724944,0.0005938663,0.001253012,0.004317073,0.01070416,0.003573162,0.005675096,0.00722865],"category_scores_gemma":[0.03848699,0.0004075438,0.0006734109,0.001731075,0.005591433,0.007598124,0.009239051,0.01050076,0.002391241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008138331,"about_ca_system_score_gemma":0.02330665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01186219,"about_ca_topic_score_gemma":0.01409861,"domain_scores_codex":[0.9733137,0.0146911,0.001558456,0.002051704,0.006291233,0.002093732],"domain_scores_gemma":[0.9650987,0.01306836,0.002085356,0.001773072,0.009448536,0.008525985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001078965,0.001226324,0.006285895,0.002324782,0.00003760062,0.0006261287,0.01853253,0.001784081,0.001350758,0.1536057,0.05967015,0.7544482],"study_design_scores_gemma":[0.0001472709,0.0007173396,0.01890977,0.004214419,0.0000206753,0.001439331,0.07302285,0.003219606,0.0009597244,0.1450396,0.7521446,0.0001647788],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03173414,0.01098428,0.01824852,0.9070367,0.003028536,0.000235786,0.00007303452,0.0001698479,0.02848915],"genre_scores_gemma":[0.6133764,0.04086738,0.1377619,0.1580417,0.005051642,0.001210899,0.0003417178,0.0003502789,0.04299795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03502797,"threshold_uncertainty_score":0.1852478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0954385545597611,"score_gpt":0.4002447013849592,"score_spread":0.3048061468251981,"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."}}