{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02669501,0.002099854,0.003484687,0.005930245,0.007582661,0.01017904,0.005174563,0.02065965,0.5124152],"category_scores_gemma":[0.3628256,0.001686622,0.002976429,0.005791273,0.002529781,0.006013791,0.005501265,0.01222349,0.3352278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006893809,"about_ca_system_score_gemma":0.01644709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02208643,"about_ca_topic_score_gemma":0.04328232,"domain_scores_codex":[0.9699423,0.005198008,0.004630092,0.002601524,0.01547949,0.002148637],"domain_scores_gemma":[0.4909214,0.08792427,0.009835684,0.01458208,0.3833225,0.01341407],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001178859,0.000006417376,0.00001807236,0.0000770616,0.000002950311,0.00002393804,0.00001906553,0.000004350201,0.00004157665,0.0001029542,0.998181,0.001510883],"study_design_scores_gemma":[0.0002194157,0.00003945197,0.00168385,0.0006217537,0.00003619975,0.0001654284,0.00047578,0.0001991947,0.0003768591,0.002199636,0.9938385,0.0001439017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0004343203,0.001398006,0.00331074,0.4142068,0.489731,0.005995818,0.02609558,0.006339157,0.0524885],"genre_scores_gemma":[0.007499777,0.002092047,0.007671279,0.2907982,0.1243144,0.01085551,0.01113126,0.004820975,0.5408165],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.989821,"threshold_uncertainty_score":0.6954806,"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."}}