{"id":"W6968482044","doi":"10.5281/zenodo.3541372","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000166622,0.00007166107,0.00006427956,0.00004440616,0.0004691116,0.0001461712,0.0004696002,0.00005050333,0.005541523],"category_scores_gemma":[0.00007677249,0.00007413203,0.00003644236,0.0001434788,0.0000470681,0.000006110592,0.0004905317,0.00007500489,0.01064254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000104193,"about_ca_system_score_gemma":0.00000194155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000270121,"about_ca_topic_score_gemma":7.188375e-8,"domain_scores_codex":[0.9992976,0.00006925582,0.0001025391,0.0002677885,0.00009002865,0.000172849],"domain_scores_gemma":[0.9993289,0.000002009424,0.00003848577,0.0003962409,0.0001616536,0.00007270999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004082634,0.00004868942,0.000004071775,0.00001363775,0.0000153008,3.826499e-7,0.00005267671,0.00001366697,0.8550815,0.003743527,0.12021,0.02077575],"study_design_scores_gemma":[0.000257899,0.0001206475,0.0004018701,0.000003547939,0.0000040492,0.00002077946,0.00004061808,0.00001296298,0.01693267,0.00004961378,0.9820633,0.00009206715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7593451,0.0002066307,0.003226556,0.0004731287,0.0001331744,0.0005309933,0.0001995185,0.0002177436,0.2356671],"genre_scores_gemma":[0.9936594,0.0001029769,0.0002742,0.0002292319,0.0001868631,3.171817e-8,0.001297191,0.0005415843,0.003708516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8618533,"threshold_uncertainty_score":0.9953675,"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."}}