{"id":"W4404300806","doi":"10.31857/s0132162524010022","title":"Transformations of Western Sociology: Mainstream and Public Agenda","year":2024,"lang":"en","type":"article","venue":"Sotsiologicheskie issledovaniya","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; University of Rochester; Harvard University","keywords":"Mainstream; Sociology; Political science; Social science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002181492,0.0001519009,0.0002877948,0.00008965653,0.0004799353,0.00008265346,0.0002556684,0.0003414711,0.0006836491],"category_scores_gemma":[0.0009462566,0.0001179542,0.0001311203,0.0002584243,0.001639705,0.0006286926,0.00005738497,0.000361338,0.0000835118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000038239,"about_ca_system_score_gemma":0.000186876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007535442,"about_ca_topic_score_gemma":0.0000815336,"domain_scores_codex":[0.9978124,0.001027106,0.0003377488,0.0002997539,0.0001542196,0.0003687834],"domain_scores_gemma":[0.997542,0.002025898,0.00008558472,0.0001508102,0.00006785042,0.0001278792],"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":[0.00005731094,0.0001242793,0.008517912,0.0001076296,0.0001854104,0.00004000169,0.04976565,0.00000201841,0.001026597,0.8867084,0.002380853,0.05108392],"study_design_scores_gemma":[0.0002399229,0.0002752913,0.003584048,0.00004448263,0.00005483419,0.000009028308,0.02545053,0.00003293918,0.00007488119,0.3110984,0.6588226,0.000313068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8026351,0.01055813,0.00116809,0.01706281,0.0006627613,0.0004612766,0.00008033681,0.0004942513,0.1668773],"genre_scores_gemma":[0.9955816,0.002261507,0.0002998999,0.0005179166,0.0001720546,0.00002146422,0.00002249596,0.000008801923,0.00111421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6564417,"threshold_uncertainty_score":0.7485478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100432947082303,"score_gpt":0.3671727465268962,"score_spread":0.2667397994445932,"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."}}