{"id":"W4321496715","doi":"10.1177/08969205231152560","title":"Capitalism, Class Struggle and/in Academia","year":2023,"lang":"en","type":"article","venue":"Critical Sociology","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Capitalism; Ideology; Sociology; Class (philosophy); Class conflict; Reproduction; Working class; Political economy; Wage; Political science; Law; Epistemology; Politics","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":[0.0006167718,0.00006107944,0.0001571834,0.00004603296,0.000213188,0.00001432934,0.0001186362,0.0008079726,0.0003455273],"category_scores_gemma":[0.002172484,0.00006312909,0.00003260653,0.00009030342,0.002440012,0.00009545717,0.00007087507,0.0006173563,0.0003758865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006599797,"about_ca_system_score_gemma":0.00008137956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003701434,"about_ca_topic_score_gemma":0.000190565,"domain_scores_codex":[0.9987282,0.0002370151,0.0001447966,0.0001970068,0.00006412815,0.0006288115],"domain_scores_gemma":[0.9982041,0.001495171,0.000008033707,0.000059072,0.00001781807,0.0002158588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002277695,0.000007691966,0.001867351,0.000005941694,0.000001919193,0.00001257848,0.003110988,2.054887e-7,0.00001857435,0.9919131,0.002216961,0.0008423568],"study_design_scores_gemma":[0.0001551219,0.00002123386,0.02358737,0.000004979333,0.000004473951,8.946432e-7,0.006488028,0.00006669454,0.000009933324,0.8248491,0.1446959,0.0001163116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8331218,0.0001790219,0.00001823256,0.09785692,0.0003626951,0.00007996378,0.00001082436,0.0001369342,0.06823363],"genre_scores_gemma":[0.995218,0.0001119371,0.00003119805,0.003668354,0.0002690203,0.00002087855,0.000003613544,0.000005030532,0.0006720086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1670641,"threshold_uncertainty_score":0.8990325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584055154554718,"score_gpt":0.3887193488207174,"score_spread":0.3428787972751702,"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."}}