{"id":"W4390454302","doi":"10.1007/978-3-031-50959-9_18","title":"Cognitive and Social Decision Making: Three-Way Decision Perspectives","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Knowledge Management and Technology","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Human intelligence; Scope (computer science); Hierarchy; Perspective (graphical); Artificial intelligence; Management science; Cognitive science; Knowledge management; Data science; Psychology; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003075222,0.0005118782,0.0007473834,0.003019025,0.0006451975,0.0008847571,0.00230973,0.0005414565,0.0001649325],"category_scores_gemma":[0.002967374,0.0003985346,0.0001796361,0.001507687,0.002212999,0.000366932,0.003380911,0.0008334175,0.0005373993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001678469,"about_ca_system_score_gemma":0.0001459869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003667063,"about_ca_topic_score_gemma":0.0006526394,"domain_scores_codex":[0.9939589,0.00004168969,0.0007501251,0.002287509,0.002357425,0.0006043819],"domain_scores_gemma":[0.9911196,0.006946125,0.0003914853,0.0007243888,0.0007391276,0.00007933088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004407946,0.00001602551,0.0005083997,0.000004811824,0.00001172299,0.00007684382,0.00130422,0.00008814848,0.000003030475,0.02449644,0.00009422436,0.9733521],"study_design_scores_gemma":[0.0003890715,0.0001508441,0.005875506,0.0003781908,0.00001883964,0.00001747237,0.00002719029,0.02495835,0.00001734192,0.9666007,0.001084522,0.0004819911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00385935,0.000540097,0.9851061,0.0006536535,0.001598053,0.0004607939,0.00001220346,0.0001920576,0.007577739],"genre_scores_gemma":[0.9630147,0.00005821932,0.03465839,0.0002939475,0.0005291234,0.000009876595,0.000002454966,0.00005442507,0.001378927],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9728701,"threshold_uncertainty_score":0.9998466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.072860174409551,"score_gpt":0.3582068120018043,"score_spread":0.2853466375922533,"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."}}