{"id":"W1869605182","doi":"10.29173/cjs4156","title":"Global Sociology — Russian Style","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Autonomy; Historical sociology; Style (visual arts); Globalization; Democracy; Sociological imagination; Sociology of disaster; Sociology of knowledge; Social science; State (computer science); Sociological theory; History of sociology; Medical sociology; Political science; Law; Politics; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003399429,0.0001083973,0.0002980286,0.00004700891,0.0029069,0.0000197911,0.0007029189,0.0003940167,0.001285504],"category_scores_gemma":[0.001506177,0.0000743906,0.0001996238,0.0001280094,0.008314917,0.0002540998,0.00001812547,0.000621373,0.00009097542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923856,"about_ca_system_score_gemma":0.004076663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01981945,"about_ca_topic_score_gemma":0.06162392,"domain_scores_codex":[0.996034,0.002859245,0.0003384025,0.0001136111,0.00014233,0.00051246],"domain_scores_gemma":[0.9976935,0.001148306,0.0003696773,0.0001393198,0.0001432242,0.0005059586],"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":[0.00004505736,0.00001094577,0.03922931,9.171807e-7,0.0000866854,0.0003056955,0.07494026,0.000007535128,0.00000209454,0.8766106,0.008142028,0.0006189231],"study_design_scores_gemma":[0.0002941894,0.0002017893,0.04914729,0.000004133243,0.00002670064,0.0002930703,0.01340934,7.631444e-7,6.04069e-7,0.4855047,0.4509872,0.0001301322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7560788,0.003238259,0.00009869569,0.07932557,0.001411514,0.0001280649,0.00001639303,0.00001693631,0.1596858],"genre_scores_gemma":[0.9931551,0.0002042864,0.000075713,0.004608598,0.0009915677,0.000001703128,0.000001435678,0.000005084468,0.0009565736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4428452,"threshold_uncertainty_score":0.9996275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08225254198175748,"score_gpt":0.3340377880361043,"score_spread":0.2517852460543468,"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."}}