{"id":"W3172025969","doi":"10.5539/hes.v11n3p43","title":"Who Are Their Leaders? College Students Perceptions of and Engagement with Campus Leaders and Administrators","year":2021,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Intimidation; Perception; Exploratory research; Feeling; Medical education; Likert scale; Qualitative research; Higher education; Public relations; Pedagogy; Sociology; Political science; Social psychology","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":[0.005078003,0.0001728832,0.0003131972,0.000810107,0.002980038,0.005625627,0.0005584605,0.0008914656,0.003391859],"category_scores_gemma":[0.01718267,0.0002688194,0.0001959284,0.0005489753,0.001654838,0.002154894,0.001782194,0.002053054,0.0004778318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000942422,"about_ca_system_score_gemma":0.0026783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006283786,"about_ca_topic_score_gemma":0.01449274,"domain_scores_codex":[0.9968389,0.001492613,0.0001684915,0.0001983267,0.0006337885,0.0006679238],"domain_scores_gemma":[0.981158,0.004303862,0.003920969,0.0004307972,0.002458607,0.00772794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008696578,0.0005537303,0.7893777,0.00008409806,0.00003882913,0.0003090654,0.1736983,0.00005265153,0.0008520413,0.0009160769,0.003696758,0.03033377],"study_design_scores_gemma":[0.00001258284,0.0002223286,0.3347113,0.0001144725,0.00002010479,0.0001680786,0.6585245,0.0001593668,0.0002408611,0.0003307016,0.005462851,0.00003288742],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958612,0.0001485298,0.00007237689,0.001452796,0.00003512068,0.000009321188,0.00001359942,0.000004686161,0.002402384],"genre_scores_gemma":[0.999046,0.0001551459,0.00004300167,0.0002276021,0.00001495891,0.000008560834,0.00001262493,0.0000022027,0.0004898671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006283786,"threshold_uncertainty_score":0.02685535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134752920668424,"score_gpt":0.4620863887641748,"score_spread":0.3486110966973324,"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."}}