{"id":"W4388668467","doi":"10.3389/fsci.2023.1256273","title":"Warming ends when carbon pollution stops","year":2023,"lang":"en","type":"article","venue":"Frontiers in Science","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pollution; Environmental science; Carbon fibers; Global warming; Climate change; Computer science; Geology; Oceanography; Ecology; Biology; Algorithm","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":[0.00140428,0.0005454297,0.0005552751,0.0006762603,0.003106695,0.00497486,0.0005368456,0.002681571,0.017799],"category_scores_gemma":[0.007871596,0.0002887512,0.0003626288,0.0007526453,0.002093854,0.006910746,0.003155107,0.005455049,0.006118488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235544,"about_ca_system_score_gemma":0.002226765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003839787,"about_ca_topic_score_gemma":0.006648991,"domain_scores_codex":[0.9987703,0.0002799766,0.00003340443,0.0002929357,0.0003806022,0.0002426082],"domain_scores_gemma":[0.9976701,0.000629071,0.000250105,0.0001929089,0.0007000996,0.0005575945],"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":[0.0003046403,0.00007166357,0.004616231,0.0002443822,0.0000654448,0.0002236448,0.0007285614,0.001062587,0.001385484,0.2574165,0.6500609,0.08382009],"study_design_scores_gemma":[0.00001473918,0.00005778298,0.002890771,0.0002553904,0.00002748454,0.0001073017,0.0006618473,0.0003231361,0.001344277,0.1391113,0.8551606,0.00004534244],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0266593,0.0460218,0.008444362,0.5393955,0.03658506,0.00003846997,0.00125938,0.0008828158,0.3407134],"genre_scores_gemma":[0.5359865,0.05795262,0.005351799,0.1477751,0.01411818,0.0001061875,0.001181805,0.001265976,0.2362617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.017799,"threshold_uncertainty_score":0.05954355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0765653512270374,"score_gpt":0.2567207010824449,"score_spread":0.1801553498554075,"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."}}