{"id":"W4412611943","doi":"10.59962/9780774871808-003","title":"Introduction: Where Is the Class in Canadian Politics?","year":2025,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Elite Sociology and Global Capitalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Politics; Political science; Genealogy; History; Computer science; Artificial intelligence; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002941834,0.00008619207,0.0002539439,0.00005050129,0.0007104667,0.00008525686,0.0005453689,0.0006471363,0.001360284],"category_scores_gemma":[0.00003169179,0.0001821057,0.0001416443,0.00001577138,0.001591272,0.0000563291,0.0001022234,0.0004621762,0.000009478566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004795222,"about_ca_system_score_gemma":0.001161971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963402,"about_ca_topic_score_gemma":0.9994727,"domain_scores_codex":[0.9988539,0.0001164608,0.0001398236,0.0003118533,0.0002080742,0.000369921],"domain_scores_gemma":[0.9991825,0.00007422941,0.0001058431,0.0002531421,0.00022529,0.0001589771],"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":[0.000002491497,0.000003671928,0.0001314003,0.00002803546,0.00005684352,0.00008828717,0.003459938,2.333816e-7,2.871846e-8,0.3593558,0.6339454,0.002927864],"study_design_scores_gemma":[0.0001486559,0.00001120292,0.0005350716,0.0001680022,0.00005648839,0.000003273866,0.001676832,7.720743e-7,4.725602e-8,0.01920081,0.9780454,0.0001534626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004919999,0.001351004,3.512556e-7,0.002788623,0.0004304144,0.0003246065,0.0007596068,0.00002459681,0.9938288],"genre_scores_gemma":[0.006947765,0.001014254,0.00001328316,0.0004002894,0.0003297212,3.442021e-7,0.00001635432,0.000007034353,0.991271],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3441,"threshold_uncertainty_score":0.9995526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009495843844420005,"score_gpt":0.2035753890832397,"score_spread":0.1940795452388197,"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."}}