{"id":"W3132688510","doi":"10.1177/0309816821993534","title":"Educators need to be educated: Or, ‘class struggle’ in academia","year":2021,"lang":"en","type":"article","venue":"Capital & Class","topic":"Political theory and Gramsci","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Ask price; Class (philosophy); Perspective (graphical); Space (punctuation); Process (computing); Wish; Sociology; Public relations; Pedagogy; Epistemology; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005510063,0.0001661099,0.0002560457,0.0001092596,0.0002411304,0.0001189525,0.0004007256,0.0005480048,0.001659909],"category_scores_gemma":[0.00176218,0.000157337,0.00009828123,0.0009641431,0.0003514995,0.0002426037,0.0001239584,0.0008586788,0.0004565115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003620209,"about_ca_system_score_gemma":0.001381283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008943305,"about_ca_topic_score_gemma":0.002584639,"domain_scores_codex":[0.9977723,0.0003449574,0.0002761471,0.0003999362,0.0003615973,0.0008450189],"domain_scores_gemma":[0.9985045,0.0004159636,0.0000378039,0.0002549294,0.00009073468,0.0006961029],"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":[0.00003393321,0.0001876294,0.0015804,0.00001470435,0.00001654934,0.00006727636,0.02723604,0.000003538128,0.0006037242,0.9362311,0.03120345,0.002821648],"study_design_scores_gemma":[0.0003023703,0.00006135293,0.004637982,0.00005362249,0.00001523562,0.000006310367,0.109086,0.000003687005,0.002578574,0.08647373,0.7963663,0.0004148303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8600218,0.0001705652,0.00000264698,0.04787727,0.001204453,0.0001738621,0.00002454186,0.00006438934,0.09046047],"genre_scores_gemma":[0.9646354,0.00003323355,0.00007176179,0.01008832,0.0005955247,0.00003070754,0.00001217508,0.00001816727,0.02451467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8497574,"threshold_uncertainty_score":0.9992527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741767101967439,"score_gpt":0.359287926236969,"score_spread":0.3218702552172946,"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."}}