{"id":"W4416607465","doi":"10.5256/f1000research.7778.r12401","title":"Referee report. For: The business of deubiquitination – location, location, location [version 1; referees: 2 approved]","year":2016,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Quality (philosophy); Set (abstract data type); Feature (linguistics); Product (mathematics); Legislation","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007645936,0.001243563,0.00158531,0.006544502,0.004826817,0.00709308,0.003049179,0.008532161,0.6116449],"category_scores_gemma":[0.1115378,0.0007522531,0.001921939,0.006786614,0.001141712,0.004375412,0.003253433,0.005419724,0.368339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006740375,"about_ca_system_score_gemma":0.007490579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0379324,"about_ca_topic_score_gemma":0.04560783,"domain_scores_codex":[0.9915391,0.001005687,0.000885597,0.0008551844,0.005155445,0.0005590328],"domain_scores_gemma":[0.8610815,0.01890438,0.002356316,0.006782981,0.1077893,0.003085461],"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":[0.000006534643,0.000004027137,0.00001552496,0.00004956163,0.000002135174,0.00002037564,0.00001757864,0.000008784532,0.0000496688,0.0004511721,0.9970936,0.002280993],"study_design_scores_gemma":[0.00002673613,0.000009473724,0.0004747796,0.0001927268,0.00001653347,0.00006109173,0.000116254,0.00006815256,0.0002302688,0.001352383,0.9974166,0.00003487784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.000621526,0.005502287,0.007224768,0.2366501,0.4525644,0.001677831,0.05584136,0.006008064,0.2339097],"genre_scores_gemma":[0.006519267,0.003811958,0.00425216,0.04177885,0.03629963,0.001115355,0.01706752,0.003032147,0.8861229],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.992354,"threshold_uncertainty_score":0.5539414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04561611470229408,"score_gpt":0.3559873652990779,"score_spread":0.3103712505967838,"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."}}