{"id":"W4254298080","doi":"10.1088/1755-1315/835/1/011002","title":"Peer review declaration","year":2021,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Presentation (obstetrics); CLARITY; Library science; Declaration; Audit; Originality; Relevance (law); Computer science; Political science; Medicine; Accounting; Business; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0897256,0.00277966,0.004220974,0.008300625,0.006460168,0.03070226,0.009375024,0.01140348,0.1737417],"category_scores_gemma":[0.3869437,0.001799617,0.002785177,0.007314741,0.007809934,0.01215574,0.009689085,0.0174861,0.1848352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005514308,"about_ca_system_score_gemma":0.06313147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012805,"about_ca_topic_score_gemma":0.001847423,"domain_scores_codex":[0.8301908,0.04886853,0.02652478,0.01904556,0.06924735,0.006123018],"domain_scores_gemma":[0.4103886,0.05876623,0.02458821,0.0755698,0.4116593,0.01902792],"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":[0.0001151316,0.00005332721,0.0002382171,0.002489125,0.00006247403,0.0002878166,0.001242986,0.0000926327,0.0005771815,0.01469658,0.9127107,0.06743389],"study_design_scores_gemma":[0.00002952117,0.00002129068,0.000226466,0.002446514,0.00002321,0.0002649649,0.0004847601,0.00008218826,0.0002446944,0.00444341,0.9917033,0.00002971871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002997908,0.02578286,0.07373741,0.2074809,0.3718103,0.02056064,0.02340289,0.007509422,0.2667177],"genre_scores_gemma":[0.04580686,0.0339222,0.1703142,0.07840955,0.1130651,0.03765917,0.03933802,0.01597025,0.4655147],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8262583,"threshold_uncertainty_score":0.581224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3677454842294125,"score_gpt":0.4538333585619105,"score_spread":0.08608787433249798,"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."}}