{"id":"W4390009426","doi":"10.1007/978-3-031-41578-4_13","title":"Business Schools and Their Connections with the Labour Market: An Exploratory Analysis of Pakistani Public Universities","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Yorkville University","funders":"","keywords":"Graduation (instrument); Curriculum; Work (physics); Exploratory analysis; Exploratory research; Political science; Economic growth; Public relations; Economics; Sociology; Social science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003766539,0.0001282053,0.0001954748,0.002474936,0.002453384,0.002704904,0.000452226,0.0004556096,0.007156423],"category_scores_gemma":[0.001721362,0.0001679691,0.000193335,0.00691399,0.001531663,0.001847607,0.002385814,0.000828711,0.000461554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002680185,"about_ca_system_score_gemma":0.003023001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09109792,"about_ca_topic_score_gemma":0.1566784,"domain_scores_codex":[0.9995089,0.000123434,0.0000136723,0.00003032087,0.00005612995,0.0002675566],"domain_scores_gemma":[0.9982134,0.0008177985,0.0004059227,0.00002692235,0.0001619114,0.0003740076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001327154,0.0001846855,0.908557,0.00007007458,0.00002010797,0.0004882395,0.03855902,0.0003729673,0.0001501836,0.01908237,0.002054461,0.03032806],"study_design_scores_gemma":[0.00000333185,0.00004319701,0.8996149,0.00006314609,0.00001311347,0.00006805546,0.09446345,0.0003732439,0.00003784326,0.001128265,0.004185437,0.000006045118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875417,0.0006879712,0.0000930182,0.0005564779,0.000003527599,0.0000115887,0.0002867959,0.000002026526,0.01081682],"genre_scores_gemma":[0.9981955,0.0003389043,0.00003039667,0.00003292452,0.00000741132,0.000006462506,0.00009351127,0.000001208356,0.001293873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09109792,"threshold_uncertainty_score":0.1811354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03411934236021766,"score_gpt":0.2082409520547534,"score_spread":0.1741216096945357,"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."}}