{"id":"W2188184220","doi":"10.5840/cpsem200337","title":"Semiotics Is a Theory of Life","year":2003,"lang":"en","type":"book-chapter","venue":"Semiotics","topic":"Pragmatism in Philosophy and Education","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Semiotics; Sociology; Art; Linguistics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00209272,0.0009305307,0.0009033542,0.001765182,0.00348593,0.009203241,0.00100613,0.002778772,0.00644648],"category_scores_gemma":[0.003161005,0.0005081258,0.000562225,0.002193327,0.02211731,0.009174965,0.00189883,0.003958623,0.001949045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00283648,"about_ca_system_score_gemma":0.003093468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238135,"about_ca_topic_score_gemma":0.002197054,"domain_scores_codex":[0.9974288,0.00161378,0.0001288657,0.000214265,0.0004748782,0.0001393371],"domain_scores_gemma":[0.9974076,0.001737201,0.0001390928,0.0002726564,0.0003249915,0.0001184387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001824928,0.000002872611,0.00001359924,0.00002656874,0.000001151662,0.00001063373,0.0008435549,0.00005252214,0.00003554521,0.9944907,0.002187633,0.002333367],"study_design_scores_gemma":[0.000005549927,0.00000831617,0.00003410973,0.00005136337,0.000002574461,0.00007847635,0.0006193326,0.0002227743,0.0001059834,0.8430896,0.155775,0.000006954241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004158751,0.0183573,0.1245622,0.01489729,0.002007651,0.0001014816,0.0001769993,0.0003044208,0.8354338],"genre_scores_gemma":[0.6419903,0.01809359,0.08929989,0.004822746,0.003467717,0.0007901907,0.0004393256,0.0004935812,0.2406027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009203241,"threshold_uncertainty_score":0.02156562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04941553657852451,"score_gpt":0.2315783673386074,"score_spread":0.1821628307600829,"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."}}