{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005378299,0.000432012,0.0004891516,0.001097151,0.002091354,0.004149606,0.001208116,0.004076163,0.00261937],"category_scores_gemma":[0.01235559,0.0003739833,0.0004301128,0.0008907125,0.02018666,0.005741695,0.003315198,0.004841438,0.000252024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002190284,"about_ca_system_score_gemma":0.001225825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562878,"about_ca_topic_score_gemma":0.002067,"domain_scores_codex":[0.9964072,0.002217157,0.000112557,0.0005177854,0.0005232503,0.0002220296],"domain_scores_gemma":[0.9919562,0.004674613,0.001370961,0.0008567154,0.0006929323,0.0004484691],"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":[0.00001996532,0.00002143135,0.002096461,0.00005169448,0.0000285791,0.0004406935,0.006971951,0.003363897,0.0005443661,0.9744119,0.0005521345,0.01149678],"study_design_scores_gemma":[0.000007293678,0.00003374448,0.002911151,0.00006374178,0.00001642781,0.0006089925,0.00186332,0.00720455,0.0002359511,0.9740425,0.0129731,0.00003913846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3718979,0.01026972,0.261877,0.1253676,0.000528905,0.0001461018,0.0001855176,0.0000926904,0.2296345],"genre_scores_gemma":[0.9762704,0.001950401,0.01725225,0.001276288,0.0001439732,0.00003365371,0.0000291703,0.00001426049,0.003029667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005378299,"threshold_uncertainty_score":0.02844352,"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."}}