{"id":"W4416624313","doi":"10.5256/f1000research.55848.r83430","title":"Referee report. For: Top health research funders’ guidance on selecting journals for funded research [version 2; peer review: 2 approved]","year":2021,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Michael Smith Health Research BC","keywords":"Health care; MEDLINE; Public health; Medical research; Quality (philosophy); Peer review","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4510839,0.0003178854,0.001226333,0.002070873,0.003848625,0.002576682,0.006121857,0.0005242864,0.0006121491],"category_scores_gemma":[0.5596998,0.000247414,0.0004757234,0.009016718,0.0007602812,0.001574877,0.002143086,0.005498075,0.0002449118],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001444007,"about_ca_system_score_gemma":0.005696644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009945104,"about_ca_topic_score_gemma":0.0006961889,"domain_scores_codex":[0.9390916,0.0120933,0.003499458,0.00291573,0.03850553,0.003894427],"domain_scores_gemma":[0.7887704,0.04844799,0.001437509,0.004141415,0.155598,0.001604775],"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":[0.0003450444,0.0001747316,0.0009189093,0.0006161392,0.00004198733,0.00003524119,0.000597682,0.00001413784,0.001236625,0.001774705,0.9588871,0.03535771],"study_design_scores_gemma":[0.0008811074,0.0007270208,0.0008419038,0.003032516,0.000004780259,0.00006590073,0.007607674,0.0002862212,0.006518924,0.03154211,0.9482575,0.0002343093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009850008,0.01692647,0.00437734,0.9171908,0.0005768863,0.00447601,0.0009874819,0.00007680741,0.04553817],"genre_scores_gemma":[0.0833926,0.005954601,0.01112106,0.00219834,0.00162968,0.0007620235,0.001190975,0.0001460968,0.8936046],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9149925,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5926666091543253,"score_gpt":0.6128740638380665,"score_spread":0.02020745468374119,"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."}}