{"id":"W4220760042","doi":"10.47678/cjhe.vi0.189225","title":"Examining 50 Years of Research on Administration in the Canadian Journal of Higher Education","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Higher education; Portrait; Work (physics); Sociology; Political science; History; Law; Engineering; Art history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.03382606,0.000393613,0.0007485881,0.03369755,0.01038574,0.01329971,0.001266595,0.001515019,0.003046684],"category_scores_gemma":[0.1073142,0.0006555223,0.000437462,0.05380296,0.01234757,0.008296093,0.003866538,0.001907859,0.0004333565],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03349648,"about_ca_system_score_gemma":0.07720611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2410262,"about_ca_topic_score_gemma":0.5648287,"domain_scores_codex":[0.9790425,0.004369615,0.001996744,0.001571711,0.01152012,0.001499507],"domain_scores_gemma":[0.7552691,0.144282,0.02416205,0.006326959,0.06126279,0.008697119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001800601,0.0002114141,0.1172185,0.00490493,0.0001982007,0.001118784,0.5245959,0.0002479347,0.0009717627,0.04563767,0.02846658,0.2762483],"study_design_scores_gemma":[0.00001106956,0.000176725,0.3953006,0.01052013,0.0001282292,0.0004779059,0.2155962,0.0001186109,0.0006183918,0.002311111,0.374604,0.0001370004],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.49397,0.3612666,0.0008462762,0.03876955,0.003245966,0.0002149061,0.001566915,0.0000566153,0.1000631],"genre_scores_gemma":[0.8304419,0.1540787,0.001223239,0.004187066,0.001572273,0.0001576936,0.0006200612,0.00006253712,0.007656544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9665035,"threshold_uncertainty_score":0.4792466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1964790545593737,"score_gpt":0.4480716317301798,"score_spread":0.2515925771708062,"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."}}