{"id":"W6949774780","doi":"10.5281/zenodo.3541373","title":"NPA_ref5533","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Microbial Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Mutant; Citation","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":[0.001159324,0.003031794,0.004267859,0.01765181,0.004435256,0.01064737,0.004901083,0.005572741,0.8997841],"category_scores_gemma":[0.006377887,0.001664705,0.002903163,0.01937812,0.001284108,0.007775267,0.004375578,0.00270062,0.7946889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004649607,"about_ca_system_score_gemma":0.007610053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01329339,"about_ca_topic_score_gemma":0.01453743,"domain_scores_codex":[0.9981212,0.0001095653,0.0002569411,0.0003020268,0.0009263242,0.0002839908],"domain_scores_gemma":[0.9946699,0.0007005917,0.000300525,0.0004774778,0.00297084,0.0008807114],"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":[0.00006909415,0.0000404468,0.0001270152,0.001922215,0.00001928905,0.0001251222,0.00002341846,0.00004819204,0.0004365078,0.001637818,0.976652,0.01889885],"study_design_scores_gemma":[0.00007712888,0.00002214284,0.00131711,0.0005208999,0.00002851225,0.0001543376,0.00004011986,0.00005406028,0.0003620932,0.001285008,0.99611,0.00002853921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007778783,0.007305178,0.001357046,0.005097012,0.0418807,0.0007154536,0.428839,0.004165466,0.5098624],"genre_scores_gemma":[0.00561336,0.008574388,0.003826488,0.002707159,0.00655033,0.0008708664,0.449792,0.003400638,0.5186648],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1002159,"threshold_uncertainty_score":0.1429458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347252707002999,"score_gpt":0.227466022244999,"score_spread":0.213993495174969,"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."}}