{"id":"W1810998815","doi":"10.47678/cjhe.v31i2.183389","title":"Part-time and Limited-term Faculty in Alberta's Colleges","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Term (time); Higher education; Dual (grammatical number); Political science; Sociology; Economics; Demographic economics; Labour economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006081304,0.0001213222,0.0003690684,0.002137057,0.002518451,0.001958011,0.001093636,0.00043857,0.005817648],"category_scores_gemma":[0.002961571,0.0001848076,0.0002009009,0.003504169,0.001522639,0.0005975879,0.002235929,0.0006719842,0.0002550023],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01028629,"about_ca_system_score_gemma":0.01038363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8601108,"about_ca_topic_score_gemma":0.9501305,"domain_scores_codex":[0.9981645,0.0001161762,0.00003721298,0.000165979,0.0004946309,0.001021533],"domain_scores_gemma":[0.9973965,0.0003224428,0.0004210895,0.0000510981,0.0003109662,0.001497985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005619816,0.0001673699,0.9503097,0.00004429425,0.00003347654,0.0004220441,0.006429346,0.0007768678,0.0008776865,0.005486501,0.002456346,0.03243439],"study_design_scores_gemma":[0.00001375178,0.00002731188,0.9881606,0.00002778693,0.000008914741,0.00008660159,0.009049921,0.0005193841,0.00009822168,0.0006357992,0.001359472,0.00001222795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995895,0.0002720332,0.00007298278,0.0004713199,0.000009126516,0.000004653742,0.0002044822,0.000002795494,0.003067639],"genre_scores_gemma":[0.9982625,0.0001088451,0.00003159095,0.0000607201,0.00000556991,0.000001947399,0.0001026425,0.00000168768,0.001424523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9897137,"threshold_uncertainty_score":0.2814261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463349620355439,"score_gpt":0.2431148891933879,"score_spread":0.2184813929898335,"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."}}