{"id":"W3126832102","doi":"10.12688/f1000research.27745.2","title":"Top health research funders’ guidance on selecting journals for funded research","year":2021,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Global Health and Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Australian Research Council; Canada Research Chairs; Michael Smith Health Research BC","keywords":"Mandate; Political science; Publication; Information Dissemination; Public health; Dissemination; Library science; Public relations; Medicine; Pathology; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.2033211,0.001467763,0.002393946,0.01749585,0.007446241,0.02437597,0.006450769,0.006510931,0.2893456],"category_scores_gemma":[0.5696099,0.002564579,0.002188442,0.02507308,0.003817316,0.01765535,0.01110526,0.007161649,0.2080029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01074313,"about_ca_system_score_gemma":0.07773128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01264779,"about_ca_topic_score_gemma":0.02802203,"domain_scores_codex":[0.7920503,0.0964357,0.05427589,0.005704072,0.04165546,0.00987862],"domain_scores_gemma":[0.270262,0.2609175,0.04244354,0.04242788,0.35605,0.02789924],"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":[0.0001120683,0.00003344266,0.0005721826,0.001520795,0.00001532738,0.00006658858,0.001181079,0.00005677201,0.0003432978,0.00219577,0.9740622,0.01984042],"study_design_scores_gemma":[0.0001208161,0.00002537638,0.001613117,0.002615352,0.00002154286,0.00006622683,0.001945195,0.000150955,0.0006470061,0.00334603,0.9893589,0.0000894925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005313461,0.004984557,0.03997661,0.3368493,0.05063498,0.03925773,0.1555515,0.01744291,0.3499891],"genre_scores_gemma":[0.0495761,0.01256654,0.3444533,0.1244566,0.01703435,0.0955499,0.06602353,0.02697396,0.2633658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7966789,"threshold_uncertainty_score":0.9824469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7310737700456116,"score_gpt":0.6410586933351118,"score_spread":0.0900150767104998,"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."}}