{"id":"W2922260967","doi":"10.1080/13669877.2019.1588914","title":"The evolutionary background to (mis)understanding an uncertain world","year":2019,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Arts and Humanities Research Council","keywords":"Computer science; Data 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0139517,0.00005681996,0.0001011818,0.0002779137,0.002184922,0.0002343605,0.0005340503,0.0000475424,0.0004978634],"category_scores_gemma":[0.000795525,0.00003952203,0.00006186168,0.0009745022,0.000295219,0.0006456573,0.00004242503,0.0005493258,0.0001733706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009661934,"about_ca_system_score_gemma":0.0007153738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003245735,"about_ca_topic_score_gemma":0.00393017,"domain_scores_codex":[0.9953831,0.002512246,0.0002573468,0.0001166709,0.001336364,0.0003942726],"domain_scores_gemma":[0.996945,0.001870165,0.0001082811,0.0001781879,0.0006639435,0.0002343816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007900349,0.0001052726,0.01407961,0.000004752339,0.00003608879,0.00001341804,0.01068205,0.002075305,0.0003858276,0.9402746,0.02622486,0.005328191],"study_design_scores_gemma":[0.0005898412,0.0008808941,0.01922571,0.0001162005,0.00001366527,0.00001824258,0.2075226,0.0007886688,0.00003161874,0.3020164,0.4685951,0.0002010794],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367989,0.000920294,0.001116655,0.01011528,0.0007346715,0.0003518528,0.000004346022,0.00001437146,0.04994363],"genre_scores_gemma":[0.9884773,0.00044365,0.0002871905,0.00005108233,0.0007658516,0.000002706276,6.755199e-7,0.000007030513,0.009964498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6382582,"threshold_uncertainty_score":0.9991141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2050005242391786,"score_gpt":0.4621390639279978,"score_spread":0.2571385396888192,"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."}}