{"id":"W2023686316","doi":"10.14430/arctic4158","title":"2011 Manuscript Reviewers","year":2011,"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":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004341226,0.0009686406,0.0008885128,0.005047126,0.003076892,0.008359917,0.00154229,0.002656525,0.4012194],"category_scores_gemma":[0.03688839,0.0005250869,0.0007112974,0.002937397,0.0006277975,0.00282341,0.002233122,0.00210719,0.2451622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00254268,"about_ca_system_score_gemma":0.005081936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004674003,"about_ca_topic_score_gemma":0.01146745,"domain_scores_codex":[0.9960321,0.0007747918,0.0003698862,0.0006395499,0.001942889,0.0002408859],"domain_scores_gemma":[0.9549729,0.003166414,0.001535611,0.001691347,0.03525108,0.003382611],"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":[0.00002496049,0.000006279002,0.0001080695,0.0001029524,0.000004834531,0.00004789167,0.00004094783,0.00001962094,0.00008258699,0.0007027382,0.982014,0.01684515],"study_design_scores_gemma":[0.000007927234,0.00000543595,0.0002372145,0.00007925447,0.000006754732,0.000045564,0.000109968,0.00004066967,0.00009097564,0.0004131904,0.9989558,0.00000724726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001781219,0.008781387,0.003465958,0.1143822,0.5704604,0.0007843744,0.005280707,0.001247098,0.2938167],"genre_scores_gemma":[0.004065504,0.002994077,0.001499284,0.008354268,0.02595389,0.0001972899,0.001333013,0.0006003233,0.9550024],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9916401,"threshold_uncertainty_score":0.8540879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237807383037981,"score_gpt":0.1996285798398202,"score_spread":0.07584784153602207,"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."}}