{"id":"W2050170415","doi":"10.1016/j.aodf.2007.02.039","title":"Message from Alpha Omega Headquarters","year":2007,"lang":"en","type":"article","venue":"Alpha Omegan","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Omega; Alpha (finance); Political science; Philosophy; Linguistics; Law","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":["insufficient_payload"],"category_scores_codex":[0.0008921478,0.0002045216,0.0004445291,0.0002494339,0.000196389,0.0001168371,0.0003560873,0.00009596001,0.006464803],"category_scores_gemma":[0.00005198947,0.0002394781,0.0001662501,0.0002345316,0.0001493046,0.0002799582,0.0001030162,0.0001275697,0.02450348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192448,"about_ca_system_score_gemma":0.000009690377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006954619,"about_ca_topic_score_gemma":0.0001288968,"domain_scores_codex":[0.9980931,0.000006513335,0.0006318216,0.0006521763,0.00004821441,0.0005681515],"domain_scores_gemma":[0.9989951,0.0001048432,0.0002379336,0.0004674281,0.00001980795,0.0001749054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008726404,0.0002865212,0.07884382,0.00002094814,0.0005233498,0.00007624714,0.005425578,0.00001484244,0.0002098542,0.1898683,0.7169661,0.007677189],"study_design_scores_gemma":[0.0009291411,0.00004366576,0.03422879,0.000009673242,0.0000115902,0.000001973649,0.001411315,0.0001094922,0.0003241691,0.01077406,0.9517239,0.0004321844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.319494,0.001822743,0.0008344635,0.0004701558,0.003768043,0.0001614501,0.0006679305,0.0001088098,0.6726724],"genre_scores_gemma":[0.891276,0.00008694004,0.0003885524,0.0007532869,0.0002650407,0.000007185654,0.00003336055,0.00002605984,0.1071636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5717821,"threshold_uncertainty_score":0.9944434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020171355021664,"score_gpt":0.2151793027796665,"score_spread":0.1849775892294498,"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."}}