{"id":"W4230147137","doi":"10.1088/1742-6596/1865/1/011002","title":"Peer review declaration","year":2021,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Library science; Computer science; Declaration; Impact factor; Psychology; Political science; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09329951,0.003063497,0.004617593,0.007927603,0.006449333,0.03218148,0.008888924,0.01203179,0.1543868],"category_scores_gemma":[0.4123375,0.00200495,0.002624965,0.006664921,0.008388609,0.01217911,0.009973678,0.02060236,0.1897115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005422408,"about_ca_system_score_gemma":0.0608131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109145,"about_ca_topic_score_gemma":0.001535699,"domain_scores_codex":[0.8237405,0.0547429,0.02730597,0.01971353,0.06819846,0.006298645],"domain_scores_gemma":[0.3643482,0.07085462,0.02696909,0.09366353,0.422198,0.02196653],"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":[0.0001443884,0.00006639152,0.0003018991,0.002017564,0.00006945177,0.0003235016,0.001370588,0.00009634728,0.0007735479,0.017744,0.9013857,0.07570657],"study_design_scores_gemma":[0.00003492976,0.00002646996,0.0002609842,0.002029484,0.00002349595,0.0003433709,0.0004595861,0.00009687353,0.0002787193,0.005139842,0.9912735,0.00003273514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.003403584,0.02394409,0.08671246,0.2027666,0.3587298,0.02089811,0.0179102,0.009065818,0.2765692],"genre_scores_gemma":[0.04831793,0.02920633,0.1689054,0.08450421,0.1201791,0.03331144,0.03014023,0.01598907,0.4694463],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9067005,"threshold_uncertainty_score":0.5164753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7123738018518166,"score_gpt":0.5734078603725448,"score_spread":0.1389659414792719,"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."}}