{"id":"W2995588613","doi":"10.7202/1065225ar","title":"THE CULTURAL DIMENSION","year":2019,"lang":"en","type":"article","venue":"Surfaces","topic":"Political theory and Gramsci","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dimension (graph theory); Hofstede's cultural dimensions theory; State (computer science); Sociology; Epistemology; Social science; Philosophy; Mathematics; Pure mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004508318,0.00002970457,0.00003768377,0.000002833875,0.0004890636,0.00006692678,0.0001252417,0.00002646411,0.0001847051],"category_scores_gemma":[0.0001157333,0.00001589507,0.00002489964,0.000058674,0.0002289753,0.00009665972,0.0000194401,0.00004606682,0.0009864196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000126233,"about_ca_system_score_gemma":0.00001930289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003307972,"about_ca_topic_score_gemma":0.0001733055,"domain_scores_codex":[0.9994231,0.0001334557,0.00004415475,0.00006235702,0.0001363865,0.0002005525],"domain_scores_gemma":[0.9995665,0.0002723588,0.00001242557,0.0000767475,0.00002368669,0.00004831235],"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":[0.000005051758,0.00000408399,0.002212224,7.563301e-7,0.000003000104,3.519406e-7,0.001828535,0.000003585479,0.0003530134,0.9935737,0.000812686,0.001202972],"study_design_scores_gemma":[0.00006440485,0.00001615244,0.003991294,0.000005495668,0.000002319045,1.830488e-7,0.007887247,0.00001409512,0.0006645315,0.1113844,0.8759008,0.00006912939],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7788155,0.0001570857,2.246979e-7,0.001931027,0.0003828015,0.00005482418,6.155352e-7,0.00002731269,0.2186306],"genre_scores_gemma":[0.9704098,0.00003885688,0.00001180324,0.0001301342,0.00005047721,8.042657e-7,3.343388e-7,0.000001509058,0.02935627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8821894,"threshold_uncertainty_score":0.9997914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206637533397804,"score_gpt":0.3231129337131795,"score_spread":0.3024491803733991,"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."}}