{"id":"W6926108861","doi":"10.21957/1s1hcs6bl","title":"Quarter 2 2021: Operations Service Report","year":2021,"lang":"en","type":"article","venue":"European Centre for Medium-Range Weather Forecasts","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Service (business); Work (physics); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001509953,0.002006931,0.0009086144,0.002319823,0.0009509515,0.005436678,0.00123325,0.002966932,0.1548936],"category_scores_gemma":[0.00360216,0.0004889817,0.0007629094,0.002495323,0.0002444005,0.001734053,0.0008485346,0.002193385,0.1355574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003178582,"about_ca_system_score_gemma":0.008315201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07418447,"about_ca_topic_score_gemma":0.06346393,"domain_scores_codex":[0.9983972,0.0000792808,0.00007013327,0.0001055421,0.001101469,0.0002464274],"domain_scores_gemma":[0.9970766,0.0001896505,0.0002037262,0.0001086977,0.001960327,0.0004609327],"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":[0.0003787298,0.00005449933,0.0005196175,0.00007754596,0.00000882896,0.00002545714,0.000008292688,0.0003159552,0.0003410896,0.0002820385,0.9872549,0.01073315],"study_design_scores_gemma":[0.0001401335,0.0001532038,0.01341109,0.00007801079,0.00002116487,0.00002667933,0.0000977997,0.001200726,0.0009857225,0.0005456909,0.9833111,0.00002875936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01131623,0.003506734,0.002085814,0.01213476,0.02877866,0.001179799,0.5976536,0.004200765,0.3391436],"genre_scores_gemma":[0.01692986,0.002189897,0.001222033,0.001982735,0.001873165,0.0005819756,0.2240524,0.0008898503,0.7502782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1548936,"threshold_uncertainty_score":0.5181707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975222835441418,"score_gpt":0.2450625476438024,"score_spread":0.2253103192893883,"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."}}