{"id":"W1777624806","doi":"10.1017/cbo9780511818059.005","title":"Conflict Theories in Political Sociology","year":2003,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Politics; Sociology; Epistemology; Social science; Positive economics; Political science; Political economy; Law and economics; Economics; Law; Philosophy","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002605382,0.000242344,0.0004439386,0.0001326648,0.000649868,0.00001938181,0.0003293272,0.0007482612,0.000006582701],"category_scores_gemma":[0.00007828313,0.0002550762,0.0001914608,0.000009082181,0.003717467,0.00005366819,0.0001508589,0.0005169385,0.00001273978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003962107,"about_ca_system_score_gemma":0.0002575732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003576117,"about_ca_topic_score_gemma":0.0001701571,"domain_scores_codex":[0.9985104,0.0001947525,0.0001623591,0.0003108294,0.0002166628,0.0006049906],"domain_scores_gemma":[0.999202,0.0002351906,0.0001091415,0.0001752335,0.0001032417,0.0001751736],"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":[0.00002275697,0.000005710367,0.00001507108,0.00001447728,0.00007165229,0.000073847,0.003218216,4.33528e-8,5.09327e-7,0.9890144,0.00746931,0.00009395149],"study_design_scores_gemma":[0.0003134978,0.00002236918,0.00003688419,0.00003754747,0.00006021567,0.000001105698,0.004397278,1.694583e-7,0.000007160639,0.01055089,0.9842611,0.0003117631],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001644732,0.0001720946,0.000006892152,0.0005803424,0.000364986,0.0002846549,0.00009313398,0.00007679212,0.9982566],"genre_scores_gemma":[0.007585505,0.0004656037,0.00000719837,0.0006223138,0.0004309102,8.687244e-7,0.00000704182,0.00001989594,0.9908606],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9784636,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04351915926214747,"score_gpt":0.2800276470896184,"score_spread":0.2365084878274709,"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."}}