{"id":"W2058308091","doi":"10.13185/1490","title":"Training for Learner-Centred Pedagogy and Curriculum Design Agendas in Staff Development for Problem-Based Learning (PBL)","year":2009,"lang":"en","type":"article","venue":"Kritika Kultura","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Curriculum; Flexibility (engineering); Argument (complex analysis); Mediation; Pedagogy; Reflection (computer programming); Curriculum development; Process (computing); Psychology; Mathematics education; Sociology; Computer science; Management","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":[0.06895079,0.0007283505,0.0005422444,0.002037879,0.004371575,0.009297908,0.0019315,0.00298999,0.003289896],"category_scores_gemma":[0.07529995,0.0009130146,0.0006213827,0.001076838,0.009622954,0.006380205,0.01019191,0.006005056,0.001027177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005048707,"about_ca_system_score_gemma":0.0157698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005929724,"about_ca_topic_score_gemma":0.001207616,"domain_scores_codex":[0.9507376,0.03968813,0.001848791,0.00157105,0.004764533,0.001389884],"domain_scores_gemma":[0.9135764,0.06971964,0.004589664,0.004613894,0.004193291,0.003307252],"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":[0.0001232683,0.001798307,0.01023753,0.002660319,0.00004530765,0.0006243355,0.3387677,0.002830855,0.005372396,0.1637117,0.00683955,0.4669888],"study_design_scores_gemma":[0.0004430361,0.002306933,0.02101752,0.008879456,0.0001331993,0.002952883,0.1727379,0.01328666,0.01779083,0.4418752,0.3183019,0.0002745954],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2790264,0.002502765,0.5791953,0.04647138,0.0007018318,0.004617766,0.00004783984,0.0007438066,0.08669291],"genre_scores_gemma":[0.5427736,0.0010575,0.4458616,0.001564503,0.00008408011,0.002370354,0.00004707565,0.0001157931,0.006125429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06895079,"threshold_uncertainty_score":0.364651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087945340139864,"score_gpt":0.3801721591000202,"score_spread":0.2713776250860337,"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."}}