{"id":"W1962268297","doi":"10.18740/s47c7g","title":"Good Marx for Striking Students?","year":2012,"lang":"en","type":"article","venue":"Socialist studies","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Political science; Neoclassical economics; Political economy; Sociology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006952703,0.0002404093,0.0004639113,0.00005455127,0.0008983813,0.00003795607,0.0002397743,0.0001147422,0.0001118283],"category_scores_gemma":[0.0002389236,0.0002144339,0.0001998619,0.000129878,0.0002674779,0.0001219204,0.0001515252,0.0001515657,0.0001192019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321233,"about_ca_system_score_gemma":0.00001410892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004858277,"about_ca_topic_score_gemma":0.00009122954,"domain_scores_codex":[0.9982526,0.0001153362,0.0002895394,0.0002722221,0.0002810188,0.000789284],"domain_scores_gemma":[0.9988223,0.0006077442,0.0001453296,0.0002046484,0.000146972,0.00007299619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008800302,0.0004658181,0.1988129,0.0001440652,0.003308063,0.000004017706,0.4124198,9.414472e-8,0.00001109231,0.1147361,0.266547,0.003463116],"study_design_scores_gemma":[0.001592472,0.0001101479,0.06472848,0.00003208604,0.0003517148,0.000001448085,0.7641961,7.239396e-8,0.00001682255,0.005591325,0.1629612,0.0004182027],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7813237,0.09103002,0.0003856778,0.03226046,0.02077463,0.002209005,0.0001859964,0.000641159,0.07118938],"genre_scores_gemma":[0.9819024,0.0002841871,0.0001458953,0.0009069167,0.003392932,0.0004248638,0.000007179026,0.00004200501,0.01289361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3517763,"threshold_uncertainty_score":0.8744361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2156823038766328,"score_gpt":0.4799796387618672,"score_spread":0.2642973348852344,"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."}}