{"id":"W2992854906","doi":"","title":"Outcomes of a Faculty Development Program Promoting Scholarly Teaching and Student Engagement at a Large Research-Intensive University","year":2015,"lang":"en","type":"article","venue":"The journal of faculty development","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active learning (machine learning); Student engagement; Attendance; Psychology; Mathematics education; Experiential learning; Higher education; Cooperative learning; Team-based learning; Class (philosophy); Pedagogy; Teaching method; Medical education; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01068185,0.0007729229,0.000885073,0.002561236,0.003059534,0.002316696,0.001583961,0.001250776,0.002457656],"category_scores_gemma":[0.01747851,0.0003877941,0.0009790545,0.001752673,0.001175236,0.001040596,0.004849886,0.001899497,0.0007923205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003458406,"about_ca_system_score_gemma":0.007780414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003079413,"about_ca_topic_score_gemma":0.005119839,"domain_scores_codex":[0.9950383,0.001995832,0.0002424391,0.0004385475,0.001308919,0.0009758766],"domain_scores_gemma":[0.9768825,0.003706473,0.002390743,0.001240208,0.003721196,0.01205889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01146289,0.1544628,0.1369303,0.001067367,0.0007102874,0.0006506151,0.01772224,0.001829098,0.00582045,0.0007091096,0.009009756,0.6596252],"study_design_scores_gemma":[0.005691515,0.114726,0.830511,0.0004562286,0.0007131696,0.0003170086,0.01868569,0.002236259,0.01190132,0.001347827,0.01314719,0.0002667314],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970675,0.0001483853,0.0002288094,0.0003622557,0.00004396191,0.0005659777,0.0001589619,0.00004663326,0.001377605],"genre_scores_gemma":[0.9944898,0.0003282694,0.001525264,0.0002602718,0.00007879442,0.0008188726,0.0003128359,0.00001918041,0.002166709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01068185,"threshold_uncertainty_score":0.05649173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2869008317279065,"score_gpt":0.4870398433206202,"score_spread":0.2001390115927137,"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."}}