{"id":"W2316706530","doi":"10.1017/s0012217314000857","title":"Identity Statements and Conversationally Salient Content","year":2014,"lang":"en","type":"article","venue":"Dialogue","topic":"Philosophy and Theoretical Science","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Salient; Identity (music); Content (measure theory); Context (archaeology); Epistemology; Psychology; Linguistics; Computer science; Social psychology; Aesthetics; Mathematics; Philosophy; Artificial intelligence; History","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":[0.0003672522,0.00004909932,0.00006729361,0.00001886527,0.00005199975,0.00002135339,0.00009638559,0.00002788905,0.0003028765],"category_scores_gemma":[0.00007519978,0.00004138042,0.00001697861,0.00004510297,0.0001875509,0.0001593561,0.000039274,0.00003537398,0.0002924466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009848702,"about_ca_system_score_gemma":0.000004183589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001011542,"about_ca_topic_score_gemma":0.00001723027,"domain_scores_codex":[0.9993917,0.00008983423,0.0001009575,0.0001616161,0.0001230792,0.0001327916],"domain_scores_gemma":[0.9996654,0.00008735442,0.00003100006,0.0001076619,0.0000247275,0.00008389451],"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":[0.00001387259,0.00004295761,0.003987347,0.000001657161,0.000009449041,0.000001563473,0.0004345508,2.289862e-7,0.0002854231,0.9939069,0.0002032081,0.001112804],"study_design_scores_gemma":[0.0006236548,0.00008407134,0.1273454,0.000003648932,0.000007821025,0.000001368191,0.00008206078,0.0000384028,0.00008060135,0.8680124,0.00363651,0.00008404822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7540577,0.00003460132,0.01261928,0.002020551,0.001145375,0.0001678038,0.00004348899,0.00004150273,0.2298697],"genre_scores_gemma":[0.9978645,0.000002696947,0.0000433355,0.001870887,0.00006708389,0.000009021353,0.00001580012,0.000002652604,0.0001240433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2438068,"threshold_uncertainty_score":0.3758908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06419337374522519,"score_gpt":0.3495880605446741,"score_spread":0.2853946867994489,"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."}}