{"id":"W151094576","doi":"","title":"Diabolus in economica","year":2009,"lang":"en","type":"article","venue":"Liberté","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002050325,0.0001080256,0.0003032731,0.0001343295,0.00002953274,0.00004395558,0.0001939127,0.0000764783,0.0005322983],"category_scores_gemma":[0.0000181426,0.0001368056,0.00007460724,0.00007646134,0.00002055963,0.0002311681,0.00002473373,0.00009977,0.001219289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000807026,"about_ca_system_score_gemma":0.000008984881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001054527,"about_ca_topic_score_gemma":0.00003296835,"domain_scores_codex":[0.9989483,0.000004619973,0.0004537725,0.0003085983,0.000006095629,0.0002786498],"domain_scores_gemma":[0.9995062,0.00002344955,0.0001163077,0.0002859911,0.000003193578,0.0000648953],"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":[0.00001032143,0.000042025,0.006077818,0.000001884057,0.000005140267,0.000002196876,0.0002516403,0.0001615653,0.000006718682,0.9895697,0.0008004687,0.003070554],"study_design_scores_gemma":[0.0006543718,0.00005472749,0.04273604,0.00000553975,9.619926e-7,0.000002473653,0.00002465603,0.001857765,0.00006645471,0.7969203,0.1574048,0.0002719024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5309144,0.000881216,0.0002838628,0.002215154,0.0003711306,0.0001239533,0.00003359172,0.00004333839,0.4651334],"genre_scores_gemma":[0.9921646,0.0001191,0.0004253314,0.001399146,0.00009974113,0.000007922959,0.00000621304,0.00001310436,0.005764856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4612502,"threshold_uncertainty_score":0.9995584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603743245101869,"score_gpt":0.1931047172806608,"score_spread":0.1770672848296421,"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."}}