{"id":"W6944827226","doi":"10.21957/bp7d12ws","title":"Quarter 1 2021: Operations Service Report","year":2021,"lang":"en","type":"article","venue":"European Centre for Medium-Range Weather Forecasts","topic":"Plant chemical constituents analysis","field":"Agricultural and Biological Sciences","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":[0.001612592,0.002361758,0.001132403,0.002888411,0.00103001,0.005072607,0.001574522,0.002832884,0.1562455],"category_scores_gemma":[0.003964047,0.0006882338,0.0008594712,0.003498355,0.0002536413,0.002022871,0.0008019066,0.00220433,0.1744051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003741428,"about_ca_system_score_gemma":0.009162775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08998124,"about_ca_topic_score_gemma":0.07198951,"domain_scores_codex":[0.9981983,0.0001036533,0.00009023854,0.0001407728,0.001202032,0.0002650316],"domain_scores_gemma":[0.9963776,0.0002571784,0.0002585225,0.000153769,0.002487226,0.0004655751],"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":[0.0003228359,0.00006005744,0.0004885353,0.0000881342,0.000009895308,0.00001885097,0.000007924237,0.000385909,0.0002900984,0.0002283402,0.9864871,0.01161242],"study_design_scores_gemma":[0.0001844542,0.0001704009,0.01712738,0.0001093358,0.00002794918,0.00002977843,0.00009352669,0.001797306,0.001214747,0.0006362982,0.9785712,0.00003762171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00898521,0.002371699,0.001866479,0.006519997,0.0164361,0.001144598,0.730828,0.003634987,0.2282128],"genre_scores_gemma":[0.01459165,0.001883891,0.001429132,0.001373619,0.001410961,0.0006845432,0.3456804,0.001021688,0.631924],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1562455,"threshold_uncertainty_score":0.5226932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208963662305422,"score_gpt":0.2155694569187364,"score_spread":0.1946730906881942,"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."}}