{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009689619,0.002635529,0.003911755,0.009456921,0.005477991,0.01014517,0.005408939,0.005409424,0.9093693],"category_scores_gemma":[0.004992913,0.002341446,0.002563142,0.01379634,0.001339556,0.007870534,0.003663613,0.003391978,0.8534078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004579152,"about_ca_system_score_gemma":0.00599758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170962,"about_ca_topic_score_gemma":0.011294,"domain_scores_codex":[0.9984144,0.00009024214,0.0001726056,0.0002385656,0.0008578695,0.0002262644],"domain_scores_gemma":[0.9962365,0.0004715274,0.0001966993,0.0003785084,0.00202029,0.0006966351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008206636,0.00005458395,0.00008295601,0.001552886,0.00001666189,0.000130471,0.00002406475,0.00005312659,0.0007251516,0.002037607,0.9792579,0.01598242],"study_design_scores_gemma":[0.00007097065,0.00002619671,0.0009701473,0.0003338806,0.00001821433,0.0001733831,0.00003168868,0.00004920956,0.0005322957,0.001078115,0.9966882,0.00002772354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006110982,0.006771324,0.001483225,0.004393441,0.04815365,0.0007527691,0.3148658,0.004277647,0.618691],"genre_scores_gemma":[0.005286043,0.007554269,0.002453423,0.002586165,0.005258297,0.0006328508,0.3881649,0.002718671,0.5853453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09063071,"threshold_uncertainty_score":0.1292737,"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."}}