{"id":"W4416607612","doi":"10.5256/f1000research.26624.r65639","title":"Referee report. For: Open Access of COVID-19-related publications in the first quarter of 2020: a preliminary study based in PubMed [version 1; peer review: 1 not approved]","year":2020,"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":"","keywords":"Quarter (Canadian coin); Peer review; The Internet","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":["scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01900892,0.001572996,0.002084253,0.008238567,0.004703622,0.005810149,0.003861588,0.01028356,0.5127806],"category_scores_gemma":[0.3037649,0.000905287,0.002546368,0.008773671,0.001577775,0.005020151,0.005405646,0.005378136,0.2156663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007128425,"about_ca_system_score_gemma":0.01351845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03765878,"about_ca_topic_score_gemma":0.05132416,"domain_scores_codex":[0.9828616,0.002960763,0.003683392,0.0016194,0.007636582,0.001238329],"domain_scores_gemma":[0.6036983,0.1015826,0.01027523,0.01110998,0.2634734,0.009860527],"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":[0.00001968198,0.000005072066,0.00004673076,0.0002061925,0.000004444757,0.00002393886,0.00001893552,0.000004337301,0.00002218332,0.0001189571,0.997724,0.001805555],"study_design_scores_gemma":[0.0002384679,0.00004469135,0.003586593,0.00167243,0.00006609244,0.0002036043,0.0005913788,0.0001300427,0.0002538949,0.002058205,0.9910314,0.0001231781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005424052,0.002798345,0.002050425,0.520478,0.3161912,0.003434579,0.1088736,0.003764519,0.04186705],"genre_scores_gemma":[0.01157778,0.006117821,0.00855473,0.4797122,0.09062911,0.01296015,0.05200973,0.003197983,0.3352405],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9961384,"threshold_uncertainty_score":0.6949593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3600886334987771,"score_gpt":0.5317204400948172,"score_spread":0.1716318065960402,"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."}}