{"id":"W6963577243","doi":"10.21957/ak85dkm53","title":"Quarter 4 2020: Operations Service Report","year":2021,"lang":"en","type":"article","venue":"European Centre for Medium-Range Weather Forecasts","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Service (business); Work (physics); Outsourcing","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":[0.004793891,0.001259014,0.0006859531,0.003245365,0.003046851,0.01041475,0.002979647,0.02058182,0.1150109],"category_scores_gemma":[0.02439057,0.0006653246,0.001048273,0.003477936,0.001061896,0.003878741,0.002366753,0.009329186,0.05213896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006410818,"about_ca_system_score_gemma":0.02050912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08488046,"about_ca_topic_score_gemma":0.09216647,"domain_scores_codex":[0.9944543,0.0004775889,0.0003065066,0.0002683956,0.003481995,0.001011118],"domain_scores_gemma":[0.989812,0.002830166,0.0009913578,0.0002804203,0.004660773,0.001425205],"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":[0.00002738694,0.00001058352,0.00007957229,0.00002168745,0.000001596597,0.00002202885,0.00001611285,0.00002549189,0.00002056114,0.0009173292,0.9973658,0.001491857],"study_design_scores_gemma":[0.00004699982,0.00002065029,0.00268446,0.0001581896,0.000009991239,0.00002504576,0.0002361742,0.0001546297,0.0001353544,0.001324283,0.995182,0.00002226998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004498984,0.006658595,0.0006099165,0.3410562,0.08553241,0.0006026693,0.08973084,0.001233131,0.4700773],"genre_scores_gemma":[0.01904112,0.005052658,0.0008570442,0.1194245,0.02040188,0.001098713,0.02933743,0.0006740805,0.8041126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1150109,"threshold_uncertainty_score":0.3847498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997544159869128,"score_gpt":0.2585439698615043,"score_spread":0.238568528262813,"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."}}