{"id":"W2506937526","doi":"10.5840/cpsem200321","title":"Semiotics of Identity and the Shifting World Paradigm","year":2003,"lang":"en","type":"book-chapter","venue":"Semiotics","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Semiotics; Identity (music); Sociology; Aesthetics; Linguistics; Epistemology; Art; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.00101045,0.000177977,0.0003605333,0.00005219039,0.0004406679,0.0001665902,0.0003151889,0.0002186992,0.0003238101],"category_scores_gemma":[0.0004583526,0.0001361532,0.0001405192,0.000128374,0.001061084,0.0001644809,0.00009166903,0.0002725148,0.00002666096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008454386,"about_ca_system_score_gemma":0.00008030458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004268721,"about_ca_topic_score_gemma":0.01064619,"domain_scores_codex":[0.998507,0.0001354112,0.0003882947,0.0002007755,0.0005557265,0.0002128391],"domain_scores_gemma":[0.9989178,0.0001933822,0.0003943848,0.0002325186,0.0001616403,0.0001003264],"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":[0.000003282648,0.00000487235,0.0004136079,0.00003171536,0.00003852736,0.000001561931,0.00137841,0.000007911537,4.37918e-7,0.9892368,0.008783557,0.00009930423],"study_design_scores_gemma":[0.000315245,0.000005062956,0.0001673687,0.0001582435,0.0001928114,0.000001577579,0.0004866364,0.00002443412,0.000004988078,0.3861363,0.612277,0.0002303434],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000215285,0.001592003,0.0001640365,0.002395588,0.0007045201,0.0003233505,0.00002108566,0.00004021947,0.9945439],"genre_scores_gemma":[0.0581077,0.005565132,0.0003169869,0.001812383,0.0003936581,0.000001073012,0.00001991795,0.00003517914,0.9337479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6034935,"threshold_uncertainty_score":0.5940824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03578969403015968,"score_gpt":0.3032498674723087,"score_spread":0.267460173442149,"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."}}