{"id":"W6945049892","doi":"10.24433/co.1327077.v2","title":"CoBE_SMuRF (Significantly Mutated Region Finder example)","year":2022,"lang":"en","type":"other","venue":"Code Ocean","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Code (set theory); Key (lock); Source code; Identification (biology); Capsule","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001258747,0.004177603,0.001701873,0.003175549,0.001560022,0.002271094,0.003459249,0.00289505,0.3588655],"category_scores_gemma":[0.006171325,0.001707603,0.002271189,0.002175062,0.0005201488,0.003004497,0.003394828,0.001405907,0.2695837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280436,"about_ca_system_score_gemma":0.001292386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005642331,"about_ca_topic_score_gemma":0.007503991,"domain_scores_codex":[0.9991818,0.00007971383,0.00006124732,0.0002559716,0.0002919114,0.0001292684],"domain_scores_gemma":[0.9988155,0.0005557471,0.0001391241,0.0001877684,0.0002010387,0.0001009141],"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":[0.0002689597,0.00002478379,0.0007166764,0.0008307723,0.00003995019,0.0003531284,0.00008971364,0.0005451149,0.001854231,0.001365874,0.9751644,0.01874639],"study_design_scores_gemma":[0.0003750794,0.0000478161,0.002937954,0.0004938222,0.00007162497,0.001131154,0.00009343369,0.005790071,0.01763321,0.006769915,0.9644797,0.0001761599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002765944,0.0008654819,0.04872118,0.0007558512,0.0007989805,0.0002088775,0.3493957,0.5618128,0.0346753],"genre_scores_gemma":[0.02547362,0.0009069588,0.09241564,0.001394008,0.0002564765,0.001018982,0.4596821,0.3855568,0.03329539],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3588655,"threshold_uncertainty_score":0.9145006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06579922354748385,"score_gpt":0.1940309713678977,"score_spread":0.1282317478204139,"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."}}