{"id":"W6931763370","doi":"10.5281/zenodo.7692522","title":"ktmeaton/ncov-recombinant: v0.7.0 - Recursive Recombinants","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Electron Spin Resonance Studies","field":"Biochemistry, Genetics and Molecular Biology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003511192,0.0003305656,0.0003062724,0.0002645617,0.0009565791,0.0002028336,0.001049692,0.0003066638,0.004385683],"category_scores_gemma":[0.0006308446,0.0003551377,0.0001208851,0.0004033778,0.0002242794,0.00000685512,0.001428288,0.0003220859,0.01070505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009961225,"about_ca_system_score_gemma":0.000009479263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004504833,"about_ca_topic_score_gemma":0.00001495328,"domain_scores_codex":[0.9977701,0.0002419154,0.0002518382,0.0008193825,0.000313286,0.0006035307],"domain_scores_gemma":[0.9985801,0.000009108358,0.0002193121,0.0007570247,0.000297506,0.0001369409],"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":[0.00003918632,0.000075911,0.000004493696,0.00005761308,0.0001717584,0.00001564874,0.0000671489,7.596977e-7,0.001662048,0.0005099111,0.9609323,0.03646325],"study_design_scores_gemma":[0.0005241858,0.0005292341,0.0001046616,0.0001379108,0.00002623421,0.00004803796,0.00007834891,0.000001880425,0.001334979,0.0001228639,0.9967107,0.0003809771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000812183,0.002939044,0.0003170581,0.0006022893,0.0008426402,0.0009880469,0.0005491441,0.001894617,0.991055],"genre_scores_gemma":[0.005149717,0.01269077,0.0002630162,0.0001821531,0.0008779797,6.596622e-7,0.00522047,0.03224037,0.9433749],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04768011,"threshold_uncertainty_score":0.9998901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145900686174013,"score_gpt":0.259235564808295,"score_spread":0.2377765579465548,"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."}}