{"id":"W6931507990","doi":"10.5281/zenodo.6677133","title":"ktmeaton/ncov-recombinant: v0.7.0 - Recursive Recombinants","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scientific Research and Philosophical Inquiry","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Documentation; Set (abstract data type); Clade; Column (typography); Range (aeronautics); Plot (graphics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001502393,0.0003678714,0.0003952926,0.001039419,0.001877588,0.002228377,0.005655017,0.0003106639,0.01541757],"category_scores_gemma":[0.001318384,0.000365101,0.0001633586,0.002094164,0.0004220453,0.0004053837,0.004010477,0.0007698357,0.08384781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002292985,"about_ca_system_score_gemma":0.00001706365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007267539,"about_ca_topic_score_gemma":0.000002845918,"domain_scores_codex":[0.9954244,0.0006959161,0.0004016097,0.0013535,0.001148951,0.0009755714],"domain_scores_gemma":[0.9967235,0.00009397596,0.0002619988,0.001835082,0.0005254978,0.0005599911],"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":[0.00001116868,0.0001206051,4.076026e-7,0.00005752977,0.00005920691,0.00008947203,0.0002363692,0.00000112933,0.00003629393,0.03775275,0.8753152,0.08631987],"study_design_scores_gemma":[0.0004358594,0.0002690701,0.00002456345,0.0002183794,0.000008851096,0.00007541427,0.00003003376,0.0002618573,0.00007307885,0.01341125,0.9847877,0.0004039713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002429144,0.000311848,0.01226729,0.00377509,0.002817685,0.0009821419,0.0003168508,0.007641905,0.9718629],"genre_scores_gemma":[0.002604198,0.001903705,0.002533744,0.0003802818,0.001287073,6.787827e-7,0.002172346,0.02728467,0.9618333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1094725,"threshold_uncertainty_score":0.9998801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07217036899711803,"score_gpt":0.2847092621060358,"score_spread":0.2125388931089177,"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."}}