{"id":"W6949852096","doi":"10.5281/zenodo.3541243","title":"NPA_ref5301","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":"Micrococcus; Context (archaeology); Carotenoid; Characterization (materials science)","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":[0.0001665823,0.00007158294,0.00006416314,0.00004433392,0.0004681905,0.0001458461,0.0004689028,0.00005043449,0.005633344],"category_scores_gemma":[0.00007489462,0.00007406295,0.0000363875,0.0001440568,0.00004695025,0.000006096258,0.0004897662,0.00007418935,0.01052922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001040596,"about_ca_system_score_gemma":0.000001934523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002719496,"about_ca_topic_score_gemma":7.384648e-8,"domain_scores_codex":[0.9992975,0.00006907707,0.0001023419,0.000267287,0.00008982173,0.0001739569],"domain_scores_gemma":[0.9993293,0.000001953861,0.00003844751,0.0003959889,0.0001613667,0.00007292445],"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":[0.00003962236,0.00004771055,0.000003914151,0.00001315878,0.00001475905,3.7284e-7,0.00005064241,0.00001052145,0.8574179,0.00342915,0.1183744,0.02059788],"study_design_scores_gemma":[0.0002602402,0.0001201526,0.0003506824,0.000003552957,0.000004056425,0.00002090068,0.00004021874,0.00001273085,0.0193133,0.00004937686,0.979733,0.00009177355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7557108,0.0002022826,0.002974648,0.0004604991,0.0001301005,0.0005191492,0.0001923208,0.0002144161,0.2395958],"genre_scores_gemma":[0.9942427,0.0001075592,0.0002723704,0.0002259021,0.0001880104,3.1838e-8,0.001275438,0.0005437487,0.003144247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8613586,"threshold_uncertainty_score":0.9952756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356142465747782,"score_gpt":0.2276674349961463,"score_spread":0.2141060103386684,"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."}}