{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00308102,0.0002416377,0.0002301812,0.001191521,0.001673131,0.003470558,0.0003657645,0.0005654328,0.01463182],"category_scores_gemma":[0.01873118,0.00009702302,0.0002599605,0.0009404289,0.001555932,0.001023466,0.003813659,0.0009655181,0.001281215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112466,"about_ca_system_score_gemma":0.001580709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460517,"about_ca_topic_score_gemma":0.001830187,"domain_scores_codex":[0.9938893,0.003233592,0.0003218623,0.0002347107,0.00127864,0.001041836],"domain_scores_gemma":[0.9792682,0.005455539,0.005906409,0.0005081357,0.002166405,0.006695411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003239332,0.001773288,0.8734308,0.0001432513,0.0001544059,0.0002723497,0.01402437,0.0006154047,0.0005450151,0.007121626,0.003880478,0.09771506],"study_design_scores_gemma":[0.00004597534,0.001095865,0.9441098,0.0002501979,0.00007242344,0.0003218928,0.02228309,0.001100829,0.001317365,0.007407667,0.02194627,0.00004865652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678596,0.0005506829,0.000723575,0.002022216,0.00003371227,0.00003060619,0.00008387204,0.00003358612,0.02866232],"genre_scores_gemma":[0.9986118,0.00008809884,0.00008246796,0.00004234545,0.00001426687,0.00001358941,0.00002744179,0.000003803038,0.001116119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01463182,"threshold_uncertainty_score":0.04894829,"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."}}