{"id":"W1501211258","doi":"10.1017/s1053837200008877","title":"Review of: The Cambridge History of Science Volume 7: The Modern Social Sciences","year":2005,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Social science; Sociology; Economic history; Political science; History; Physics; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005834274,0.00008860409,0.0002498374,0.00005544007,0.00202511,0.00001444662,0.00164616,0.0000762297,0.0003607467],"category_scores_gemma":[0.0007975338,0.00006715006,0.0002411557,0.0007273591,0.01842681,0.000841756,0.0002566809,0.0002085399,0.00001372241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003119321,"about_ca_system_score_gemma":0.00129893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001543782,"about_ca_topic_score_gemma":0.0003952154,"domain_scores_codex":[0.9978204,0.0008261467,0.0001917934,0.0002260339,0.0006876212,0.0002480363],"domain_scores_gemma":[0.9984114,0.0004594811,0.0005506406,0.0002494984,0.0002768658,0.00005216514],"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":[0.00002079788,0.0000538496,0.001287524,0.0001150022,0.00001776917,3.98066e-7,0.02352091,0.0000066862,0.00003247122,0.965201,0.009139715,0.0006039222],"study_design_scores_gemma":[0.0001179321,0.00003883819,0.00175912,0.0001325628,0.00005681743,8.453844e-7,0.01091686,0.00005381392,7.85151e-7,0.8149392,0.1718767,0.0001065213],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6396152,0.02089954,0.0003897535,0.01435794,0.0005168907,0.0004015271,0.00002182374,0.00003188874,0.3237654],"genre_scores_gemma":[0.9893111,0.001367292,0.000105986,0.0007669568,0.00009171505,2.504024e-7,5.385476e-7,0.000002631157,0.008353518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3496959,"threshold_uncertainty_score":0.9992741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07225976592858341,"score_gpt":0.3039781521300722,"score_spread":0.2317183862014888,"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."}}