{"id":"W2479252007","doi":"10.5840/cpsem200815","title":"Theosemiotics","year":2008,"lang":"ceb","type":"book-chapter","venue":"Semiotics","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","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":[0.0004848888,0.0007873178,0.0004206121,0.001743276,0.003138078,0.005895653,0.0006354731,0.001582081,0.02749601],"category_scores_gemma":[0.00129967,0.0002610661,0.0002544806,0.001613251,0.007300545,0.00499254,0.002286693,0.003175892,0.007732772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003157557,"about_ca_system_score_gemma":0.001626455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00207226,"about_ca_topic_score_gemma":0.002765377,"domain_scores_codex":[0.9995155,0.0002316833,0.00001684464,0.00006584605,0.0001067011,0.0000633597],"domain_scores_gemma":[0.9996406,0.0001512498,0.00001931255,0.00006713693,0.00008472623,0.00003701694],"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":[0.000002157252,0.000002517904,0.00001320867,0.00001062886,4.143002e-7,0.00001101124,0.0004705839,0.00001787173,0.00004429813,0.9870079,0.007634086,0.004785378],"study_design_scores_gemma":[0.000003117918,0.000005404915,0.00006076616,0.00005507285,0.000001371035,0.0001242681,0.0005933424,0.0001253685,0.000161029,0.4500945,0.5487715,0.000004222245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002039529,0.005461026,0.01443007,0.003570241,0.0008706136,0.00003145148,0.00009002519,0.00007736463,0.9734297],"genre_scores_gemma":[0.1812035,0.007172028,0.008992247,0.002141259,0.001240787,0.0002446653,0.0002481923,0.0003593898,0.7983979],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02749601,"threshold_uncertainty_score":0.09198332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817845012440587,"score_gpt":0.2715703794631078,"score_spread":0.2433919293387019,"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."}}