{"id":"W6893565271","doi":"10.5281/zenodo.3541169","title":"NPA_ref1417","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":"Isolation (microbiology); Context (archaeology); Webometrics; Field (mathematics)","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":[0.001050876,0.002602355,0.003818432,0.01119133,0.004513982,0.009964989,0.005235443,0.005564687,0.919579],"category_scores_gemma":[0.006587531,0.002082632,0.002605917,0.01571683,0.001249598,0.007707001,0.004109513,0.002977911,0.864455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0038596,"about_ca_system_score_gemma":0.006530919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01276447,"about_ca_topic_score_gemma":0.01175477,"domain_scores_codex":[0.9981354,0.0001098214,0.0002241008,0.0003048628,0.000955851,0.0002699117],"domain_scores_gemma":[0.9946057,0.000678858,0.0002648407,0.000524271,0.003040016,0.0008862371],"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":[0.0000749067,0.00004569563,0.0001051629,0.001605944,0.00001467648,0.00009924113,0.00002227582,0.00004828372,0.0005309288,0.001508351,0.9806167,0.01532779],"study_design_scores_gemma":[0.00005613115,0.00002007914,0.00088772,0.0003632818,0.00001332195,0.0001095421,0.00002753186,0.00004027613,0.0003442325,0.0008384821,0.9972766,0.00002267908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0004999206,0.00440862,0.001368987,0.003620157,0.0324461,0.0005933422,0.5018992,0.00486833,0.4502954],"genre_scores_gemma":[0.003938727,0.004971142,0.00254232,0.002253124,0.003652581,0.0005677306,0.5097355,0.003333165,0.4690057],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08042097,"threshold_uncertainty_score":0.1147107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317361800181287,"score_gpt":0.211608533428476,"score_spread":0.1984349154266631,"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."}}