{"id":"W2919179801","doi":"10.5406/amerjpsyc.132.1.0123","title":"What Should We Believe?","year":2019,"lang":"en","type":"article","venue":"The American Journal of Psychology","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Icon; Citation; Download; Library science; Publishing; Information retrieval; World Wide Web; Art history; Psychology; Computer science; Art; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007244616,0.00007504738,0.0002781217,0.00005912071,0.000137414,0.00004475498,0.0005160753,0.00002398534,0.0003167256],"category_scores_gemma":[0.00001550168,0.0000513254,0.0001056862,0.0001589771,0.0009811108,0.0002611081,0.00004417627,0.0002138217,0.0002421083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006673241,"about_ca_system_score_gemma":0.00004643981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001694166,"about_ca_topic_score_gemma":0.00007782361,"domain_scores_codex":[0.9990208,0.0002480116,0.0002556249,0.00009986466,0.0001498917,0.0002257814],"domain_scores_gemma":[0.9990907,0.0001203632,0.0004809333,0.000178922,0.00006016656,0.00006893829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001417826,0.0007472974,0.1515507,0.000006249113,0.0006129901,0.00007204564,0.2188913,0.00005117796,0.03760074,0.03700611,0.06788277,0.4841608],"study_design_scores_gemma":[0.001379488,0.003652305,0.03631821,0.00008949895,0.00008905852,0.0001943294,0.3381397,0.000002131637,0.0006133629,0.01657508,0.6024783,0.0004684947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178671,0.001560929,0.000009212462,0.06807254,0.00222084,0.00007762075,5.077277e-7,0.000007365379,0.01018393],"genre_scores_gemma":[0.9874147,0.006016516,0.0002712471,0.005317267,0.0002762861,0.000001647845,7.08572e-8,0.000009108198,0.0006932024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5345955,"threshold_uncertainty_score":0.3614944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06996110043944923,"score_gpt":0.4361923796027712,"score_spread":0.366231279163322,"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."}}