{"id":"W4362730598","doi":"10.3819/ccbr.2023.180002","title":"Theoretical Mechanisms of Paradoxical Choices Involving Information","year":2023,"lang":"en","type":"article","venue":"Comparative Cognition & Behavior Reviews","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comparative cognition; Psychology; Animal behavior; Cognitive science; Cognitive psychology; Neuroscience; Cognition; Biology; Zoology","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":[0.003457265,0.0008895845,0.0008793444,0.001704087,0.00114636,0.003080583,0.002758356,0.002996995,0.008182777],"category_scores_gemma":[0.008343887,0.0006126641,0.001520207,0.001140879,0.006209193,0.006331768,0.002210366,0.002937664,0.0009986917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00258995,"about_ca_system_score_gemma":0.001240474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165046,"about_ca_topic_score_gemma":0.0007663074,"domain_scores_codex":[0.99849,0.0005957427,0.00009153949,0.0002513631,0.0004170922,0.0001543153],"domain_scores_gemma":[0.9949952,0.003448118,0.0005002265,0.0005128744,0.0003582452,0.0001854051],"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":[0.0000063916,0.00001071409,0.0001101564,0.00009740632,0.00001306886,0.00007982292,0.0001215362,0.002682105,0.0002371252,0.993187,0.0005775673,0.002877262],"study_design_scores_gemma":[0.000006480318,0.000006697002,0.00007523099,0.00002826279,0.000005780867,0.00006501244,0.00001598608,0.007432596,0.00007278542,0.9903917,0.001889604,0.000009766642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06889974,0.04249494,0.6794776,0.02179947,0.0007999436,0.0001678504,0.0005149101,0.0004395959,0.1854059],"genre_scores_gemma":[0.8214124,0.02383792,0.1328655,0.002427699,0.001098075,0.0005707713,0.000269295,0.0001997714,0.01731847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008182777,"threshold_uncertainty_score":0.02737409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3607511729184733,"score_gpt":0.4758391372216894,"score_spread":0.1150879643032161,"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."}}