{"id":"W4392353735","doi":"10.1063/pt.zjyo.lqxq","title":"Disillusionment with climate models","year":2024,"lang":"en","type":"article","venue":"Physics Today","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Need to know; Climate change; Climate science; Environmental science; Computer science; Geology; Computer security; Oceanography","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":[0.01952769,0.001103952,0.001328145,0.001113915,0.002619756,0.006978452,0.002605075,0.005688474,0.002983261],"category_scores_gemma":[0.04934108,0.0006164364,0.0009533696,0.0008939417,0.01244816,0.0186222,0.004319396,0.02481216,0.00178244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003710183,"about_ca_system_score_gemma":0.007898222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02022178,"about_ca_topic_score_gemma":0.02089334,"domain_scores_codex":[0.9921262,0.004462367,0.0003136951,0.0008034245,0.002052729,0.0002416005],"domain_scores_gemma":[0.9587546,0.02955836,0.000920187,0.002968561,0.005661844,0.002136484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006832702,0.0001156385,0.00221224,0.0003972644,0.0001829872,0.0001127264,0.002271409,0.008814604,0.0002739702,0.1982504,0.7061345,0.08116599],"study_design_scores_gemma":[0.00003623988,0.00002892597,0.0005769099,0.0005604348,0.00005301166,0.0001095992,0.001805375,0.008378004,0.0003099272,0.5304035,0.4576469,0.00009126713],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001045346,0.01571288,0.007068155,0.9646596,0.007760629,0.000004978963,0.00008858124,0.0001654668,0.003494348],"genre_scores_gemma":[0.1651008,0.1004968,0.04341387,0.6297545,0.04162039,0.0001581834,0.0003999592,0.001559079,0.01749643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02022178,"threshold_uncertainty_score":0.1032735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510232257052979,"score_gpt":0.2106079202853537,"score_spread":0.1955055977148239,"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."}}