{"id":"W6912736453","doi":"10.5281/zenodo.3541259","title":"NPA_ref5834","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":"Prodigiosin; Context (archaeology); Complement (music); Identification (biology)","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":[0.0001668361,0.00007166395,0.00006428007,0.00004439853,0.0004692048,0.000146168,0.0004695377,0.0000505645,0.00556357],"category_scores_gemma":[0.00007491525,0.00007413129,0.00003644219,0.0001435419,0.00004707367,0.000006110907,0.0004904768,0.00007508561,0.01064404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001041286,"about_ca_system_score_gemma":0.000001941537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002687013,"about_ca_topic_score_gemma":7.106515e-8,"domain_scores_codex":[0.9992968,0.00006926012,0.0001025325,0.0002679423,0.00009012577,0.0001733114],"domain_scores_gemma":[0.9993287,0.000001959718,0.00003848816,0.0003965308,0.0001616584,0.00007269799],"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":[0.0000406642,0.00004850277,0.000004024388,0.00001358017,0.00001523752,3.809794e-7,0.00005293666,0.00001345503,0.8544207,0.003684245,0.1207943,0.02091206],"study_design_scores_gemma":[0.0002579805,0.0001206333,0.0004009542,0.000003548572,0.000004069225,0.00002063356,0.00004068159,0.00001293239,0.0169504,0.00004912102,0.982047,0.00009206985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7605,0.0002077267,0.003182708,0.0004656501,0.0001331155,0.0005293956,0.0001971531,0.0002170036,0.2345673],"genre_scores_gemma":[0.9936305,0.0001058788,0.0002752731,0.0002261208,0.0001893668,3.184732e-8,0.001299427,0.0005431898,0.003730204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8612527,"threshold_uncertainty_score":0.9953455,"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."}}