{"id":"W6949206423","doi":"10.5281/zenodo.13180583","title":"bcgsc/long_read_pog: 1.0 (paper submission)","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Genome Canada","funders":"","keywords":"Code (set theory); Process (computing); Identification (biology); Set (abstract data type)","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":["insufficient_payload"],"category_scores_codex":[0.003706353,0.001992439,0.002171292,0.003487833,0.002761839,0.01036972,0.003853972,0.003359786,0.8635729],"category_scores_gemma":[0.02085533,0.0017456,0.001693145,0.002974666,0.001161324,0.004941592,0.005873912,0.002960758,0.9117262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811131,"about_ca_system_score_gemma":0.002477765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003371167,"about_ca_topic_score_gemma":0.003693957,"domain_scores_codex":[0.9969934,0.0004521992,0.0002526061,0.000559238,0.001322104,0.0004205107],"domain_scores_gemma":[0.9818491,0.003190909,0.0006019247,0.004535676,0.00672485,0.003097582],"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":[0.0001052536,0.00001984261,0.0000813419,0.000193467,0.000006851428,0.00001731621,0.00003619072,0.00003607752,0.0004494082,0.0009080724,0.985462,0.0126842],"study_design_scores_gemma":[0.00008643465,0.00003633796,0.0005316215,0.0001108503,0.000009422622,0.00006997969,0.00003898457,0.0001999928,0.002392491,0.002496263,0.9939797,0.00004790307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.00127445,0.0005104174,0.01841538,0.002910189,0.00465841,0.0009501955,0.309236,0.319881,0.3421639],"genre_scores_gemma":[0.008604884,0.0003431381,0.01355246,0.001797101,0.000994775,0.001128191,0.2301822,0.2999695,0.4434277],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1364271,"threshold_uncertainty_score":0.1945967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04008465468536557,"score_gpt":0.2217872955060212,"score_spread":0.1817026408206557,"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."}}