{"id":"W2327870718","doi":"10.7748/nr2011.01.18.2.92.c8287","title":"Are we being true to the peer-review process?","year":2011,"lang":"en","type":"article","venue":"Nurse Researcher","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Peer review; Testimonial; Process (computing); Due diligence; Diligence; Technical peer review; Quality (philosophy); Work (physics); Computer science; Certification; Psychology; Public relations; Engineering ethics; Business; Political science; Social psychology; Law; Epistemology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3775854,0.002034777,0.005866276,0.003778892,0.01609806,0.07080318,0.01133114,0.04398657,0.01506622],"category_scores_gemma":[0.823114,0.002576972,0.003062553,0.006279059,0.06623226,0.06960312,0.01882498,0.07050142,0.031148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01061965,"about_ca_system_score_gemma":0.0920186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006580726,"about_ca_topic_score_gemma":0.00612167,"domain_scores_codex":[0.4214412,0.2822995,0.04765403,0.02986232,0.2049713,0.01377172],"domain_scores_gemma":[0.1125393,0.3233327,0.07386386,0.08848753,0.3475379,0.05423867],"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":[0.0002093715,0.0002160082,0.001974209,0.005410836,0.0005801877,0.0005794871,0.0160924,0.0002541634,0.0005850087,0.06025609,0.7490076,0.1648345],"study_design_scores_gemma":[0.00008402165,0.0001363975,0.001074104,0.004771844,0.0001386135,0.0006728557,0.004961999,0.0003651875,0.0003942895,0.03842664,0.9487367,0.0002373741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007793163,0.02478873,0.01046981,0.8489104,0.1030679,0.0002726937,0.00005694934,0.0005434235,0.01111082],"genre_scores_gemma":[0.0686681,0.09780201,0.05367217,0.5475094,0.1896995,0.002406162,0.0004155626,0.002300303,0.03752673],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6224146,"threshold_uncertainty_score":0.767548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5974108181821662,"score_gpt":0.6232024132298917,"score_spread":0.02579159504772544,"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."}}