{"id":"W2515519538","doi":"10.1086/318973","title":"<i>The Military Factor in Social Change.</i> Vol. 1, <i>From Provincial to Political Society</i> (x+246); vol. 2, <i>The State as Revolution</i> (x+338). By Henry Barbera. New Brunswick, N.J.: Transaction Publishers, 1998. $39.95, $49.95.","year":2000,"lang":"en","type":"article","venue":"American Journal of Sociology","topic":"American Constitutional Law and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"State (computer science); Reprint; Politics; Database transaction; Sociology; Political science; Library science; Law; Computer science; Database; Algorithm","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001152389,0.0003610834,0.000722211,0.00005731555,0.001632143,0.0001097798,0.0009280291,0.0002536401,0.0003426326],"category_scores_gemma":[0.0004485113,0.0002794391,0.0005212339,0.0005829934,0.007677168,0.0007307895,0.00004425037,0.001231919,0.00008271481],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001182,"about_ca_system_score_gemma":0.007047892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1956872,"about_ca_topic_score_gemma":0.01082159,"domain_scores_codex":[0.9948802,0.001379561,0.0009805131,0.0004247971,0.0008769615,0.001457954],"domain_scores_gemma":[0.9968563,0.001299687,0.0004344363,0.0002263644,0.0004113454,0.0007718297],"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":[0.0009243528,0.0003474198,0.005884934,0.00001054096,0.0004286154,0.00003560745,0.069986,0.00003143698,0.0002448562,0.05196895,0.8044913,0.06564596],"study_design_scores_gemma":[0.0006476923,0.0005597626,0.002852927,0.00002278715,0.00007277694,0.00001895983,0.01673676,0.000009034523,0.00001072052,0.007057663,0.9716446,0.0003662915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8611175,0.006867677,0.0007587343,0.121076,0.002851875,0.0009365908,0.0004379422,0.00009195915,0.005861678],"genre_scores_gemma":[0.944798,0.002333443,0.0004549278,0.04047729,0.009131154,0.00002947446,0.00003534664,0.00004951497,0.002690851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1848656,"threshold_uncertainty_score":0.9999658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275296033856104,"score_gpt":0.2735006139677862,"score_spread":0.2607476536292252,"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."}}