{"id":"W4255315101","doi":"10.1088/1742-6596/1952/1/011003","title":"Peer review declaration","year":2021,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Declaration; Login; Computer science; World Wide Web; Library science; Computer security","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":[0.1069767,0.00297868,0.004858448,0.007460339,0.006191936,0.02846726,0.009759265,0.01173835,0.1502057],"category_scores_gemma":[0.4224843,0.002021496,0.002502869,0.007065835,0.008156476,0.01012245,0.009105287,0.02001736,0.1644418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005654651,"about_ca_system_score_gemma":0.07121878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338945,"about_ca_topic_score_gemma":0.002161788,"domain_scores_codex":[0.8008056,0.07069406,0.03156215,0.02060591,0.06998054,0.006351807],"domain_scores_gemma":[0.387274,0.08078014,0.02750192,0.1039948,0.3781589,0.02229038],"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":[0.0001704568,0.00007047098,0.0002382637,0.002411874,0.00007515575,0.0003632434,0.001737411,0.00007996077,0.0007502206,0.01590839,0.9109924,0.06720209],"study_design_scores_gemma":[0.00005352437,0.00003006052,0.0002546331,0.002854862,0.0000290711,0.0004137371,0.0005541188,0.0001079404,0.0003101938,0.004826287,0.9905261,0.0000395284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.003846895,0.02766243,0.09734894,0.1944233,0.3510193,0.03313274,0.0270063,0.009114128,0.256446],"genre_scores_gemma":[0.0541755,0.03307444,0.2072904,0.0868999,0.1167821,0.06139351,0.04347035,0.01580044,0.3811134],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8930233,"threshold_uncertainty_score":0.5657539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2151099694827582,"score_gpt":0.4248510122435192,"score_spread":0.209741042760761,"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."}}