{"id":"W1965503439","doi":"10.1080/15294145.2003.10773412","title":"Affect as a Sign System","year":2003,"lang":"en","type":"article","venue":"Neuropsychoanalysis","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Semiotics; Affect (linguistics); Feeling; Sign system; Sign (mathematics); Cognitive psychology; Psychology; Cognitive science; Computer science; Social psychology; Communication; Epistemology; Mathematics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007714395,0.0003435012,0.0003120156,0.001198775,0.001492994,0.00442165,0.000399329,0.001126435,0.00591247],"category_scores_gemma":[0.001997622,0.0001393509,0.0003519976,0.0005941347,0.008585047,0.004369197,0.002317382,0.001194366,0.0009014257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113549,"about_ca_system_score_gemma":0.0007516834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000865861,"about_ca_topic_score_gemma":0.0004910149,"domain_scores_codex":[0.9990284,0.0004127625,0.00005000363,0.0001352664,0.0002763948,0.0000971412],"domain_scores_gemma":[0.9993272,0.0002589105,0.00009314601,0.0001048943,0.0001424219,0.00007342578],"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":[0.00001957764,0.000005702055,0.0003789845,0.00006119224,0.000004876812,0.0001114141,0.00282311,0.0002903852,0.001819303,0.9698235,0.001320156,0.02334169],"study_design_scores_gemma":[0.00002363099,0.0001600473,0.003125994,0.0001919764,0.0000350222,0.001340334,0.002996579,0.002190345,0.002114359,0.695516,0.2922448,0.00006094382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0731856,0.01035068,0.1318623,0.009130774,0.001417605,0.0001004269,0.0001430527,0.0004392422,0.7733703],"genre_scores_gemma":[0.9340038,0.003884157,0.02279293,0.0009543105,0.0005222497,0.0001041351,0.00007847148,0.000102261,0.03755752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00591247,"threshold_uncertainty_score":0.01977921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233346208453991,"score_gpt":0.3086712278451589,"score_spread":0.2853366069997598,"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."}}