{"id":"W4293244081","doi":"10.1109/tsp55681.2022.9851317","title":"Reviewers","year":2022,"lang":"en","type":"article","venue":"","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03668096,0.001920828,0.002716831,0.0122925,0.002881463,0.01476211,0.00396037,0.004434306,0.3179101],"category_scores_gemma":[0.2844839,0.0008536592,0.001967535,0.008319479,0.001228805,0.006919778,0.005074075,0.003677354,0.2362049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004360597,"about_ca_system_score_gemma":0.01426853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520509,"about_ca_topic_score_gemma":0.00286631,"domain_scores_codex":[0.9488362,0.01070145,0.008384569,0.005298058,0.02489307,0.001886564],"domain_scores_gemma":[0.5390609,0.02265357,0.01448364,0.01662316,0.3923313,0.01484754],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006486851,0.00001082257,0.0001532768,0.0007244726,0.00001604148,0.00005567542,0.0001052401,0.00002785839,0.00010319,0.0005896932,0.9541368,0.04401195],"study_design_scores_gemma":[0.00002690251,0.00001921638,0.0003094994,0.001011517,0.00002288366,0.0001280984,0.0001968792,0.00004707316,0.0001067972,0.0007205986,0.9973929,0.00001760649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001418702,0.02522377,0.009569883,0.1265318,0.6692191,0.005089543,0.01503544,0.002960789,0.1449509],"genre_scores_gemma":[0.02099944,0.0309609,0.01865148,0.06758422,0.2153009,0.007527207,0.01960281,0.005408697,0.6139643],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9633191,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608237421270625,"score_gpt":0.4455389737139868,"score_spread":0.2847152315869242,"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."}}