{"id":"W4415009281","doi":"10.1371/journal.pclm.0000708","title":"Towards provision of regularly updated climate data from the Coupled Model Intercomparison Project","year":2025,"lang":"en","type":"article","venue":"PLOS Climate","topic":"Climate variability and models","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Environment and Climate Change Canada","funders":"Agence Nationale de la Recherche","keywords":"Climate change; Work (physics); Data collection; Climate model","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":[],"consensus_categories":[],"category_scores_codex":[0.02335574,0.0008906382,0.001170706,0.003110367,0.0008472602,0.00371037,0.004241847,0.002593195,0.002370132],"category_scores_gemma":[0.07307404,0.00111628,0.0007685258,0.003759808,0.0005830664,0.00574334,0.003770316,0.004261096,0.001661464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001571501,"about_ca_system_score_gemma":0.005983514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02725127,"about_ca_topic_score_gemma":0.02193268,"domain_scores_codex":[0.9944143,0.002503525,0.0008279529,0.0006944239,0.001255661,0.000304157],"domain_scores_gemma":[0.9472247,0.00854151,0.004620972,0.02398116,0.01356227,0.002069421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001099854,0.001026135,0.1308385,0.001005047,0.001127949,0.0004313807,0.001376317,0.1951887,0.01602692,0.04057417,0.2018806,0.4094244],"study_design_scores_gemma":[0.0005483183,0.0002662618,0.112958,0.001521119,0.0007212863,0.0002290518,0.001121234,0.3536813,0.02190607,0.06888933,0.4374425,0.0007155896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2342554,0.002917784,0.5121531,0.02634161,0.005279486,0.0006637107,0.1776666,0.02134668,0.01937557],"genre_scores_gemma":[0.3934982,0.001624185,0.4363624,0.00234163,0.0006525586,0.0007524634,0.1585705,0.004322511,0.001875501],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02725127,"threshold_uncertainty_score":0.1235184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07269313618365382,"score_gpt":0.3126144006495744,"score_spread":0.2399212644659206,"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."}}