{"id":"W4235721262","doi":"10.1088/1755-1315/726/1/011002","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":"CLARITY; Presentation (obstetrics); Library science; Publishing; Audit; Originality; Declaration; Peer review; Relevance (law); Computer science; Operations research; Political science; Medicine; Accounting; Engineering; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1085173,0.002840539,0.00485248,0.01000385,0.006584932,0.03095944,0.009085076,0.01140627,0.1733401],"category_scores_gemma":[0.4429561,0.00195962,0.003008269,0.00949583,0.00750169,0.01139122,0.009180658,0.01787425,0.1841413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006023011,"about_ca_system_score_gemma":0.06587426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269735,"about_ca_topic_score_gemma":0.00192996,"domain_scores_codex":[0.8095791,0.05206675,0.03372318,0.02043355,0.07724757,0.006949844],"domain_scores_gemma":[0.2862071,0.05978337,0.02546255,0.0808797,0.5276691,0.01999824],"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":[0.0001313036,0.00005290918,0.0002652257,0.002393079,0.00006691868,0.0002949219,0.001243098,0.00008950338,0.0006546893,0.01149673,0.9230034,0.06030816],"study_design_scores_gemma":[0.0000415961,0.00002220442,0.0003161941,0.002693363,0.00002867716,0.0002629705,0.0005418226,0.0001083205,0.0002943593,0.004428803,0.9912253,0.00003641235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.003284637,0.01907744,0.07592151,0.202886,0.415355,0.02580188,0.02760311,0.007894472,0.2221759],"genre_scores_gemma":[0.04439723,0.02708649,0.1907142,0.07251354,0.1218166,0.05125782,0.04765516,0.01788227,0.4266767],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8914827,"threshold_uncertainty_score":0.5798805,"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."}}