{"id":"W2011562715","doi":"10.1016/j.jmwh.2004.04.014","title":"Problem-based learning in reproductive physiology","year":2004,"lang":"en","type":"article","venue":"Journal of Midwifery & Women s Health","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Problem-based learning; Curriculum; Process (computing); Reproductive physiology; Mathematics education; Computer science; Engineering ethics; Psychology; Cognitive science; Pedagogy; Medicine; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008069893,0.0001232343,0.0004377311,0.0003744845,0.0004480445,0.00003229814,0.0002459258,0.0000964224,0.00009337428],"category_scores_gemma":[0.0006364631,0.000113064,0.0000846292,0.0006713559,0.0001475016,0.0003101767,0.00002027747,0.0009474343,0.00001481708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002044152,"about_ca_system_score_gemma":0.005065371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00166552,"about_ca_topic_score_gemma":0.0004605516,"domain_scores_codex":[0.9967936,0.001146416,0.0006837414,0.0002404653,0.0004224446,0.000713366],"domain_scores_gemma":[0.9984293,0.00017042,0.0008311648,0.0001229667,0.0001902782,0.000255898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002553291,0.001905072,0.04627244,0.0007175759,0.0001516732,0.0002219404,0.5624584,0.2005702,0.006149805,0.01886536,0.0009837046,0.1591506],"study_design_scores_gemma":[0.01247719,0.009965334,0.09672289,0.002239551,0.00002664305,0.000098953,0.08870191,0.00005041679,0.0009642669,0.07868429,0.7088175,0.001251089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753975,0.0009393186,0.0002868385,0.02087559,0.0003067418,0.0002840372,6.950262e-7,0.00004063849,0.001868682],"genre_scores_gemma":[0.9941322,0.0003986775,0.003333398,0.001357041,0.0005662529,0.00001073388,0.000001022901,0.00001530498,0.0001854298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7078338,"threshold_uncertainty_score":0.8985751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087942378140296,"score_gpt":0.3325300295811977,"score_spread":0.3116506057997948,"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."}}