{"id":"W6950201627","doi":"10.5281/zenodo.8147375","title":"griffithlab/pVACtools: 4.0.1","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coordination Chemistry and Organometallics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill Genome Centre","funders":"","keywords":"Set (abstract data type); Enhanced Data Rates for GSM Evolution; Column (typography); Data set","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":[0.004354999,0.005843489,0.003464903,0.003275589,0.001605698,0.005323457,0.009796006,0.003578726,0.3925343],"category_scores_gemma":[0.01138458,0.005258176,0.005094192,0.001708011,0.001602815,0.004872945,0.006178143,0.007220048,0.4096967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002066639,"about_ca_system_score_gemma":0.003011292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004266395,"about_ca_topic_score_gemma":0.003829972,"domain_scores_codex":[0.9980131,0.0002573952,0.0001677841,0.0005441174,0.0006130011,0.0004045987],"domain_scores_gemma":[0.9966831,0.001255446,0.0002060945,0.0008417387,0.0006824391,0.0003311066],"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":[0.0004265229,0.00006982694,0.0006477129,0.001383258,0.0001625978,0.0001410062,0.0002033108,0.0007640422,0.002989904,0.002427558,0.9667186,0.02406572],"study_design_scores_gemma":[0.0007093619,0.0001260194,0.001972842,0.0006479197,0.0001224916,0.0004134835,0.0001083243,0.007291036,0.02770307,0.01552778,0.9449459,0.0004317175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0004670306,0.0001968987,0.03193218,0.0002106213,0.0003621626,0.0001018583,0.04108484,0.9205614,0.005083034],"genre_scores_gemma":[0.005722614,0.0003005371,0.02440248,0.0006463623,0.00009566569,0.0006161057,0.07733276,0.880116,0.01076732],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3925343,"threshold_uncertainty_score":0.8664761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03525549093833406,"score_gpt":0.2463923567486559,"score_spread":0.2111368658103219,"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."}}