{"id":"W4211253776","doi":"10.1177/07417136221078595","title":"Book Review: <i>The Death of Human Capital: Its Failed Promise and How To Renew it in an Age of Disruption</i> by P. Brown, H. Lauder &amp; S. Y. Cheung <i>Marxism, Pedagogy, and the General Intellect: Beyond the Knowledge Economy</i> by D. R. Ford","year":2022,"lang":"en","type":"article","venue":"Adult Education Quarterly","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Gerontology; Human capital; Management; Sociology; Humanities; Economics; Philosophy; Medicine; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001004409,0.0001381663,0.0002304035,0.00004408107,0.0005677819,0.00009706786,0.0003691447,0.00003574287,0.0002526248],"category_scores_gemma":[0.00007742656,0.00009316664,0.00004311909,0.0002623888,0.0002264433,0.0003032406,0.00003912956,0.0001467175,0.000003921872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110044,"about_ca_system_score_gemma":0.0005201672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206923,"about_ca_topic_score_gemma":0.00579108,"domain_scores_codex":[0.998369,0.000568155,0.0003685865,0.0002798772,0.0002148299,0.0001995521],"domain_scores_gemma":[0.9989429,0.0001776577,0.0002826458,0.0002903369,0.0002119151,0.00009451462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001951755,0.0002090308,0.001714617,0.00006691341,0.00001406851,4.334895e-8,0.2349077,2.365489e-7,0.0002514863,0.007494435,0.751428,0.003893955],"study_design_scores_gemma":[0.0003932278,0.0001142622,0.001915677,0.00006793561,0.00002487118,0.000001113374,0.02256302,0.000002067925,0.00004856426,0.0009013102,0.9738271,0.0001409015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7026088,0.1028968,0.00002302848,0.1881378,0.0003652094,0.002407782,0.00004406679,0.00001632985,0.003500123],"genre_scores_gemma":[0.9138171,0.007477146,0.00006411682,0.02974372,0.0001821529,0.001757654,0.000179793,0.00002488072,0.04675345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.222399,"threshold_uncertainty_score":0.4366977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01338722126160666,"score_gpt":0.3273368350356476,"score_spread":0.313949613774041,"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."}}