{"id":"W4321490379","doi":"10.5194/egusphere-egu23-3443","title":"Regional Climate Expected to Continue to Change Significantly After Net-Zero CO2 Emissions Reached","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Climate change; Environmental science; Climate model; Climatology; Scale (ratio); Greenhouse gas; Spatial ecology; Global warming; Psychological resilience; Global change; Global temperature; General Circulation Model; Mean radiant temperature; Atmospheric sciences; Geography; Ecology; Geology","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":[0.0004366781,0.0002573701,0.0003059653,0.0001458382,0.0002550636,0.001488034,0.0003299152,0.0005778113,0.002181915],"category_scores_gemma":[0.001360625,0.0001218209,0.0005422875,0.0004002152,0.0004094064,0.0008459621,0.0004738825,0.0006474448,0.0005533897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008715671,"about_ca_system_score_gemma":0.0005001654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008771908,"about_ca_topic_score_gemma":0.005943201,"domain_scores_codex":[0.9997957,0.00004504919,0.000006677892,0.00007726852,0.00003992096,0.00003531086],"domain_scores_gemma":[0.999697,0.00005899623,0.00006182092,0.00008054406,0.00007217389,0.00002943496],"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":[0.0005587981,0.00006179722,0.2503499,0.0001987714,0.0005437753,0.0005741928,0.0003862181,0.6321452,0.02086876,0.05815261,0.008113948,0.02804604],"study_design_scores_gemma":[0.0001104988,0.0004716924,0.3917292,0.00009002579,0.0004236126,0.0006434445,0.001276003,0.4167365,0.02746072,0.09358658,0.06723353,0.0002382387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418964,0.0003962073,0.0171863,0.00188997,0.0001106655,0.00001077835,0.004121124,0.0007321629,0.03365616],"genre_scores_gemma":[0.9970777,0.0001037457,0.001009176,0.0000498978,0.000007145304,0.000004177584,0.000819704,0.00006011229,0.0008682552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008771908,"threshold_uncertainty_score":0.01744169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07918614814427014,"score_gpt":0.3334780004263628,"score_spread":0.2542918522820927,"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."}}