{"id":"W6949619235","doi":"10.5281/zenodo.3541162","title":"NPA_ref10155","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Microbial metabolism and enzyme function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Identification (biology); Natural (archaeology)","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":[0.0002283929,0.00008052379,0.00007131384,0.0000577252,0.0004168877,0.0001188089,0.0003546746,0.000064092,0.007824986],"category_scores_gemma":[0.0001168222,0.00008223858,0.00004032689,0.0001355291,0.00003829339,0.000009195383,0.0004405746,0.00008596785,0.01112889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001492023,"about_ca_system_score_gemma":0.000001888204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004159517,"about_ca_topic_score_gemma":1.026387e-7,"domain_scores_codex":[0.9992152,0.00009753082,0.0001064547,0.0002772086,0.0001096154,0.0001939173],"domain_scores_gemma":[0.9993717,0.000001769025,0.00003927586,0.0003403809,0.0001733293,0.00007352464],"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":[0.00006110505,0.00003549975,0.000005422758,0.00001767143,0.00001729703,6.977942e-7,0.00005180874,0.0000259875,0.6853661,0.0006793939,0.2909092,0.02282983],"study_design_scores_gemma":[0.0003335792,0.0001609954,0.0003623574,0.00000494883,0.000004794367,0.00004122587,0.00004604971,0.00001754957,0.0265281,0.00002312085,0.9723763,0.0001009063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7693968,0.0003524742,0.003563983,0.0003752098,0.0005613651,0.0004980778,0.0002279317,0.0003103644,0.2247138],"genre_scores_gemma":[0.9892526,0.0001227386,0.000171708,0.000313282,0.0003491382,1.653017e-8,0.002273602,0.000706405,0.006810556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6814672,"threshold_uncertainty_score":0.993082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318638789402183,"score_gpt":0.2112794860162836,"score_spread":0.1980930981222618,"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."}}