{"id":"W2991872813","doi":"","title":"Educational Developers' Use of Learning Theories: Conceptions and Practices.","year":2016,"lang":"en","type":"article","venue":"˜The œjournal of faculty development","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Professional development; Discipline; Faculty development; Sociology; Higher education; Pedagogy; Engineering ethics; Political science; Engineering; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001924932,0.00007107163,0.0001077435,0.00005849509,0.000579714,0.00005972722,0.0001651189,0.00003497125,0.0005302911],"category_scores_gemma":[0.001053768,0.00003977967,0.00002639182,0.0001479273,0.0002261358,0.0005674134,0.00003592343,0.0001360111,0.00001942346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001503682,"about_ca_system_score_gemma":0.001516523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000125483,"about_ca_topic_score_gemma":0.0001923501,"domain_scores_codex":[0.9986506,0.000334782,0.0003702261,0.00007422806,0.0004293287,0.0001408693],"domain_scores_gemma":[0.9973624,0.001103637,0.0008461809,0.00005835909,0.0005318958,0.00009752132],"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":[0.0001542684,0.0004660089,0.267478,0.00003227337,0.0005856474,0.000003023866,0.4704264,0.00008890349,0.002259327,0.06070391,0.03119498,0.1666072],"study_design_scores_gemma":[0.0001961321,0.00002071171,0.1049873,0.00005144602,0.00002157158,0.000008569281,0.02639007,3.42885e-7,0.00007768309,0.0003143704,0.8678595,0.00007230703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607829,0.0001809758,0.0049927,0.03050977,0.0006361923,0.0001846813,0.000004797008,0.000009977088,0.002697934],"genre_scores_gemma":[0.9805226,0.0005015859,0.009296649,0.0001155569,0.0001215741,0.00000534196,0.000001842877,0.000005168021,0.009429694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8366645,"threshold_uncertainty_score":0.5806315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152785217433861,"score_gpt":0.397606918485044,"score_spread":0.282328396741658,"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."}}