{"id":"W2333471754","doi":"10.1515/sem-2015-0025","title":"Preface: Umberto Eco and semiotics: An enduring legacy","year":2015,"lang":"en","type":"article","venue":"Semiotica","topic":"Umberto Eco and Semiotics","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Semiotics; Social semiotics; Visual semiotics; Art; Art history; Philosophy; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003980076,0.0002641567,0.0003202981,0.00008729526,0.0002962313,0.0005812867,0.0002412414,0.0001093884,0.0006377597],"category_scores_gemma":[0.0001915524,0.0002368789,0.00005718487,0.00003990053,0.0002970174,0.0008434105,0.000137303,0.0002862534,0.0002617041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006040952,"about_ca_system_score_gemma":0.00008331711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003269665,"about_ca_topic_score_gemma":0.001505598,"domain_scores_codex":[0.9983944,0.00009258831,0.0003383762,0.0004043717,0.0002766463,0.000493665],"domain_scores_gemma":[0.9986867,0.0001163892,0.00008308046,0.0004525136,0.0001619379,0.0004994074],"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":[0.0001300578,0.0006181051,0.01126018,0.0002699916,0.0002215837,0.0001101979,0.1441551,0.0001743033,0.0002767504,0.7825546,0.05290489,0.00732426],"study_design_scores_gemma":[0.002021889,0.0006558491,0.001461167,0.0001880951,0.0002062755,0.0001134904,0.02573421,0.00894204,0.0007471474,0.02347815,0.9350347,0.001416998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7504297,0.0004929036,0.00005262539,0.0008897985,0.001034939,0.0002335169,0.00002284062,0.0002957733,0.2465478],"genre_scores_gemma":[0.9823884,0.00004223944,0.0005655169,0.0006081692,0.001205678,0.00000404842,0.00002550257,0.00005276416,0.01510767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8821298,"threshold_uncertainty_score":0.9659643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06089123935254946,"score_gpt":0.2559985086969651,"score_spread":0.1951072693444156,"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."}}