{"id":"W4255436424","doi":"10.14430/arctic93","title":"2008 Manuscript Reviewers","year":2009,"lang":"en","type":"article","venue":"ARCTIC","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Information retrieval; Computer 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":["insufficient_payload"],"category_scores_codex":[0.0002910515,0.00008230058,0.0002321996,0.00008383144,0.00009086503,0.00004295859,0.0001491255,0.00002520673,0.00626674],"category_scores_gemma":[0.0000802486,0.00009168967,0.00008968578,0.0001148693,0.00004321265,0.0001603503,0.00002469286,0.00005400028,0.04608328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000055447,"about_ca_system_score_gemma":0.000003846951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008450409,"about_ca_topic_score_gemma":0.00000375602,"domain_scores_codex":[0.9992011,0.000003452591,0.0002781738,0.0002822228,0.00001602871,0.0002190676],"domain_scores_gemma":[0.9995668,0.000009961394,0.0001061833,0.0002502314,0.0000132906,0.00005355046],"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":[0.000006129734,0.00007576668,0.01066117,0.00002168774,0.00005094013,0.000007151471,0.0005216685,0.00002033446,0.000005603779,0.2946747,0.6900714,0.003883454],"study_design_scores_gemma":[0.0002126995,0.00003139129,0.02086863,0.00001368622,0.000004870615,0.000003044347,0.00007683111,0.00009086535,0.000005867541,0.0272599,0.951267,0.0001652117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009676627,0.008656072,0.00005573248,0.002209926,0.002611816,0.0001390029,0.00005161878,0.0000515532,0.9765477],"genre_scores_gemma":[0.7687165,0.001300781,0.0004184676,0.002608858,0.000107062,0.000004741993,0.000004810699,0.000007072918,0.2268317],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7590399,"threshold_uncertainty_score":0.9946417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05064357246275768,"score_gpt":0.209682056252214,"score_spread":0.1590384837894563,"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."}}