{"id":"W3024114673","doi":"10.1038/s41612-020-0123-3","title":"Non-CO2 forcing changes will likely decrease the remaining carbon budget for 1.5 °C","year":2020,"lang":"en","type":"article","venue":"npj Climate and Atmospheric Science","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Concordia University","keywords":"Forcing (mathematics); Environmental science; Radiative forcing; Greenhouse gas; Climatology; Climate change; Carbon fibers; Atmospheric sciences; Computer science; Physics; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004188468,0.0005422749,0.0003150549,0.0002285503,0.0003342748,0.0006095524,0.0008441387,0.0007548109,0.004099774],"category_scores_gemma":[0.001118203,0.0002334691,0.0008911989,0.0004410477,0.000357306,0.000801862,0.0002859102,0.0006509222,0.0004334065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00149275,"about_ca_system_score_gemma":0.0008460887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0270191,"about_ca_topic_score_gemma":0.02425628,"domain_scores_codex":[0.9998116,0.0000360676,0.0000118803,0.00005275363,0.00003331308,0.00005428555],"domain_scores_gemma":[0.99972,0.00007793871,0.00004524637,0.00005316829,0.00007992215,0.0000235986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002449242,0.00008677252,0.03540221,0.0001251109,0.0001554228,0.0001608568,0.00002758494,0.9276393,0.02337084,0.003886947,0.001186998,0.007713065],"study_design_scores_gemma":[0.0001585105,0.0002886273,0.1156196,0.00006985044,0.0001692508,0.0001553729,0.0001978357,0.8418152,0.02618079,0.005844233,0.009364885,0.0001357889],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746855,0.0001881373,0.01167014,0.0004116629,0.00007268822,0.00003424608,0.003107149,0.0002860964,0.009544468],"genre_scores_gemma":[0.9962381,0.00005153412,0.00222059,0.00007387084,0.000003684532,0.00002508961,0.0008491304,0.0000380569,0.0004998082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0270191,"threshold_uncertainty_score":0.05372363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009981452749900801,"score_gpt":0.2162621624111859,"score_spread":0.2062807096612851,"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."}}