{"id":"W2290960935","doi":"10.1007/978-3-319-21512-9","title":"Higher education, stratification, and workforce development : competitive advantage in Europe, the US, and Canada","year":2016,"lang":"en","type":"book","venue":"","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Capitalism; Higher education; Political science; Elite; Internationalization; Curriculum; Sociology; Public administration; Economics; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006220521,0.0004245858,0.0003583845,0.001384518,0.004716496,0.006010036,0.0007804106,0.001481873,0.007968144],"category_scores_gemma":[0.00129773,0.0001592292,0.0002633847,0.005682668,0.004687819,0.001972163,0.001730477,0.001663686,0.0006334218],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04466528,"about_ca_system_score_gemma":0.1230687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.951048,"about_ca_topic_score_gemma":0.986403,"domain_scores_codex":[0.9993951,0.00005315517,0.000009788445,0.00003047186,0.000204655,0.000306825],"domain_scores_gemma":[0.9995215,0.00006402203,0.00002112219,0.00001077174,0.0001644836,0.0002181852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002631439,0.00003716034,0.005121319,0.000142238,0.000008875456,0.00009773253,0.006408237,0.0009813756,0.0001189884,0.5535329,0.2839862,0.1495387],"study_design_scores_gemma":[0.000006366116,0.00001306729,0.01855934,0.0006836623,0.00001284606,0.000072818,0.01333976,0.0005575575,0.000132444,0.07994977,0.8866428,0.00002952879],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03152862,0.1786587,0.0009705379,0.06002349,0.001289752,0.0000520272,0.000494894,0.00006693435,0.726915],"genre_scores_gemma":[0.3956509,0.1152155,0.001036225,0.006126737,0.0006016907,0.00003736861,0.0005326675,0.00006944912,0.4807295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9553347,"threshold_uncertainty_score":0.3240708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878678057600688,"score_gpt":0.2776752540111895,"score_spread":0.2588884734351826,"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."}}