{"id":"W4254382723","doi":"10.1111/j.1542-2011.2004.tb04440.x","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Problem-based learning; Curriculum; Reproductive physiology; Process (computing); Mathematics education; Computer science; Engineering ethics; Psychology; 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":[0.008025173,0.0001235427,0.0004399704,0.0003764922,0.0004503198,0.00003267482,0.0002470209,0.00009675925,0.00009833564],"category_scores_gemma":[0.0006249562,0.0001133609,0.00008437664,0.0006788256,0.0001438289,0.0003284871,0.00002158085,0.000955069,0.00001491609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002033056,"about_ca_system_score_gemma":0.004814447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625732,"about_ca_topic_score_gemma":0.0004367488,"domain_scores_codex":[0.9967794,0.00114992,0.000686737,0.0002421719,0.0004250213,0.0007167581],"domain_scores_gemma":[0.9984301,0.0001654867,0.0008328507,0.0001239009,0.0001896445,0.0002579722],"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":[0.002491305,0.001878449,0.04244439,0.0007122497,0.0001543299,0.0002284098,0.6070387,0.1621372,0.006722886,0.01940763,0.001046328,0.1557382],"study_design_scores_gemma":[0.01204009,0.009345345,0.09637311,0.002186408,0.00002652173,0.0001048868,0.09367564,0.00005109413,0.0009510901,0.08058124,0.7034289,0.001235679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750103,0.000931768,0.000292094,0.02101009,0.0003121064,0.0002911396,7.151577e-7,0.00004120654,0.002110526],"genre_scores_gemma":[0.9939448,0.0004177476,0.003479056,0.001354396,0.0005788796,0.00001051165,0.000001014105,0.00001534024,0.0001982187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7023826,"threshold_uncertainty_score":0.8540623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228362363624723,"score_gpt":0.3371657331317341,"score_spread":0.3143294967692619,"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."}}