{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004744176,0.0002717613,0.0003609083,0.00006877476,0.0001627627,0.00006834511,0.0001408981,0.00008002234,0.003232158],"category_scores_gemma":[0.0003813835,0.0002088757,0.0002356068,0.0003175952,0.00003979152,0.0001209766,0.00007488653,0.0002051661,0.0006123052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005914269,"about_ca_system_score_gemma":0.0001490892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002235159,"about_ca_topic_score_gemma":0.0002814939,"domain_scores_codex":[0.9980329,0.0001299227,0.0004520805,0.0006313726,0.0002655999,0.0004881496],"domain_scores_gemma":[0.9983026,0.00004996736,0.00008158552,0.0006533621,0.0006424121,0.000270063],"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":[0.0006192672,0.001155261,0.002035503,0.0006990723,0.0007036242,0.007278756,0.007043669,0.00001139092,0.3874303,0.0002059916,0.5372285,0.0555887],"study_design_scores_gemma":[0.001978764,0.0001220257,0.002632262,0.0002918164,0.000328232,0.001579042,0.0006109583,0.0001744215,0.06964653,0.00001705467,0.9222383,0.000380633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7580978,0.002817919,0.0006325333,0.177434,0.004174326,0.00281287,0.0005586231,0.0003635452,0.05310835],"genre_scores_gemma":[0.8818086,0.0001716939,0.007744824,0.006768837,0.005518608,0.000006325218,0.001541413,0.0002192144,0.09622048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3850098,"threshold_uncertainty_score":0.997679,"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."}}