{"id":"W1914674787","doi":"10.3968/2854","title":"Submission of Manuscripts","year":2013,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Engineering","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":[0.0001785445,0.00007032191,0.0001790734,0.0001561334,0.00004789455,0.00002514549,0.00005825285,0.00002267539,0.001049344],"category_scores_gemma":[0.00001955579,0.0000730377,0.00001322976,0.00006792047,0.00004311263,0.000888128,0.00004419113,0.00003096903,0.001402306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003652119,"about_ca_system_score_gemma":0.000008487586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001909411,"about_ca_topic_score_gemma":0.00001305037,"domain_scores_codex":[0.999243,0.000003846643,0.0004016191,0.0002079864,0.00002376677,0.0001198138],"domain_scores_gemma":[0.9997171,0.00001111129,0.0001421741,0.00007888501,0.00001619182,0.00003456691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007815292,0.0005469013,0.389897,0.0003414779,0.00009681295,0.000004733039,0.02062842,0.005265522,0.0001787009,0.364121,0.04036618,0.1784751],"study_design_scores_gemma":[0.0008918108,0.00003432546,0.02704359,0.00003881331,8.91486e-7,7.337286e-7,0.003522856,0.002718983,0.0007118201,0.02932411,0.9354233,0.0002888319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2002681,0.02692616,0.0428352,0.001546624,0.004562445,0.000711712,0.00004538845,0.00008679093,0.7230176],"genre_scores_gemma":[0.9747148,0.00293256,0.004673001,0.00009906258,0.0000145642,0.00007300796,0.000009772312,0.00000608486,0.01747711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.895057,"threshold_uncertainty_score":0.9998638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0421656013348436,"score_gpt":0.2174475121310344,"score_spread":0.1752819107961908,"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."}}