{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003899904,0.0009100574,0.0008871729,0.005248375,0.002525916,0.007279147,0.00154169,0.002018938,0.4238149],"category_scores_gemma":[0.03189397,0.0005099564,0.0006537545,0.002874214,0.0005378085,0.002728629,0.002051541,0.001820193,0.2640622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002546607,"about_ca_system_score_gemma":0.004596572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004473359,"about_ca_topic_score_gemma":0.01100482,"domain_scores_codex":[0.9966445,0.0006444151,0.0003042753,0.0005710527,0.001647079,0.0001887903],"domain_scores_gemma":[0.9609451,0.002431565,0.001157279,0.0015055,0.03125716,0.002703283],"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":[0.00002023592,0.000005926089,0.00008261624,0.00007869963,0.000003341516,0.00002820974,0.00003212363,0.00001718274,0.00007657882,0.00058096,0.9831079,0.01596621],"study_design_scores_gemma":[0.000007522179,0.000005187926,0.0002511252,0.00006367303,0.000005466691,0.00003515527,0.00008443918,0.00003873089,0.00008025035,0.0003915422,0.9990311,0.000005846742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002027195,0.009078684,0.004814968,0.09780983,0.5182588,0.001027435,0.00777675,0.001771092,0.3574353],"genre_scores_gemma":[0.00371443,0.002533699,0.001759331,0.00634992,0.02156853,0.0002256252,0.001704807,0.0007109684,0.9614327],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5761851,"threshold_uncertainty_score":0.8218581,"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."}}