{"id":"W2102219666","doi":"","title":"On Language Wars","year":2015,"lang":"en","type":"article","venue":"ETC.: A Review of General Semantics","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Linguistics; Independence (probability theory); Adversary; History; Law; Political science; Sociology; Philosophy; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003047998,0.0001299847,0.0003154136,0.00005207977,0.00007067131,0.0000422578,0.0002157959,0.00002844302,0.000827806],"category_scores_gemma":[0.002768089,0.0001045174,0.0001341497,0.00003737883,0.0001057239,0.00006255195,0.00008038853,0.00009609897,0.0003300455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002854512,"about_ca_system_score_gemma":0.00003634087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009521293,"about_ca_topic_score_gemma":0.0003122546,"domain_scores_codex":[0.9990571,0.00005648838,0.0002569013,0.0001476025,0.0003167033,0.0001652426],"domain_scores_gemma":[0.9986222,0.00002477206,0.0001381889,0.0002796891,0.0008401947,0.00009490643],"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":[0.00001245217,0.0001713456,0.0002523017,0.003789245,0.00006812832,0.0000481698,0.02472247,0.00000375849,0.000007093844,0.09569796,0.8734775,0.001749607],"study_design_scores_gemma":[0.001084904,0.0004252927,0.0001237553,0.005811563,0.0004893105,0.000002143478,0.01011537,0.0001781347,0.0006257355,0.004628347,0.9757443,0.0007711286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6469751,0.1669562,0.00006949265,0.000887681,0.02878414,0.000903369,0.0003339113,0.0002160598,0.154874],"genre_scores_gemma":[0.8147219,0.04329706,0.00186067,0.02095242,0.0425267,0.0000138443,0.0003689327,0.0001136941,0.07614479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1677468,"threshold_uncertainty_score":0.9063895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04011074349549895,"score_gpt":0.2784959539316699,"score_spread":0.238385210436171,"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."}}