{"id":"W4405083014","doi":"10.5430/bmr.v14n1p1","title":"Faculty Engagement and Student Success","year":2024,"lang":"en","type":"article","venue":"Business and Management Research","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Student engagement; Employee engagement; Interpersonal communication; Action (physics); Public relations; Psychology; Public engagement; Rules of engagement; Sociology; Pedagogy; Social psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009525473,0.0001551077,0.0001258061,0.0006571135,0.0004582794,0.001779719,0.0001579528,0.00004076138,0.0004881959],"category_scores_gemma":[0.00002585852,0.0001291538,0.00001769043,0.001457053,0.0001066245,0.0008826106,0.0008342559,0.0001875188,0.0002828439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003620227,"about_ca_system_score_gemma":0.00001467976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003218155,"about_ca_topic_score_gemma":0.00008156362,"domain_scores_codex":[0.998363,0.00002102646,0.0001827824,0.0004486529,0.0006575132,0.0003270522],"domain_scores_gemma":[0.9994689,0.0000360712,0.0000195118,0.0001538483,0.0002962172,0.00002542953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002886107,0.0001808867,0.1363797,0.003118919,0.0001377134,0.000266659,0.000221572,0.00001349198,0.0001808529,0.6820863,0.07571686,0.1016681],"study_design_scores_gemma":[0.0002137813,0.000003321186,0.5259354,0.00007619466,0.00003311694,0.000002014981,0.0004559159,0.0001365422,0.000004167343,0.0007183138,0.4723043,0.0001169689],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223793,0.002846181,0.0007057858,0.01235531,0.001018718,0.001689183,0.00001812175,0.0005603016,0.05842709],"genre_scores_gemma":[0.9924147,0.0009585811,0.0001125866,0.0003764581,0.0004151048,0.00008971419,0.0001065601,0.00003341396,0.005492956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6813681,"threshold_uncertainty_score":0.9992566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08795628494613786,"score_gpt":0.3817561546621622,"score_spread":0.2937998697160243,"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."}}