{"id":"W6968810881","doi":"10.5281/zenodo.3541194","title":"NPA_ref3104","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Chemical Synthesis and Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Isolation (microbiology); Fermentation; Table (database)","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":[0.0001870306,0.00007491847,0.00008144422,0.00004064617,0.0003395066,0.0001534141,0.0004209548,0.000055452,0.009881604],"category_scores_gemma":[0.0001569922,0.00007183458,0.00006822571,0.0001434497,0.00004327261,0.000005127198,0.0004974668,0.00007207357,0.005860661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001907321,"about_ca_system_score_gemma":0.000001196193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003269287,"about_ca_topic_score_gemma":6.876149e-8,"domain_scores_codex":[0.9992294,0.00006748085,0.0001084106,0.0002802505,0.000134734,0.0001797256],"domain_scores_gemma":[0.9994046,0.000003614892,0.00003849064,0.0003309442,0.0001389911,0.00008337937],"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":[0.00002872914,0.00005574988,0.00002390875,0.00001572755,0.00004440038,9.939805e-7,0.00003052847,0.00001553101,0.9027587,0.0003992436,0.05345292,0.04317364],"study_design_scores_gemma":[0.0001801231,0.00008183888,0.0002181586,0.000005544687,0.000007186083,0.00001429391,0.00004272275,0.00005770987,0.06463508,0.0000305574,0.93463,0.00009679434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7823453,0.0001433988,0.0009572962,0.0004424805,0.00004894795,0.0001774268,0.00006072287,0.0001405432,0.2156839],"genre_scores_gemma":[0.9953746,0.00006827699,0.00009826029,0.0001389217,0.0001191973,1.001727e-8,0.0009780772,0.0004110516,0.002811658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8811771,"threshold_uncertainty_score":0.9949134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257976107574063,"score_gpt":0.2184340944953963,"score_spread":0.2058543334196556,"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."}}