{"id":"W4386617764","doi":"10.22541/essoar.169447451.12077946/v1","title":"Robust and irreversible impacts of an AMOC collapse on tropical monsoon systems: a multi-model comparison","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate variability and models","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Bundesministerium für Bildung und Forschung; European Commission; Volkswagen Foundation; Met Office; Department for Environment, Food and Rural Affairs, UK Government","keywords":"Climatology; Monsoon; Precipitation; Tropical monsoon climate; Environmental science; Climate model; Climate change; Tropics; Atmospheric sciences; Geography; Geology; Oceanography; Meteorology; Ecology","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":[0.001518857,0.001222641,0.001128788,0.0009234683,0.0007241088,0.001475204,0.001548604,0.001586118,0.002008972],"category_scores_gemma":[0.003992436,0.0003931502,0.002120683,0.0006560183,0.0007761609,0.001305078,0.001622109,0.001186139,0.0001852349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153422,"about_ca_system_score_gemma":0.0009525856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02778591,"about_ca_topic_score_gemma":0.01512973,"domain_scores_codex":[0.9996061,0.0001419073,0.00003376356,0.00007776197,0.0000455448,0.00009499416],"domain_scores_gemma":[0.9983295,0.0008594289,0.0001750429,0.000246172,0.0001826921,0.0002071676],"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":[0.0003703311,0.0001360832,0.01843621,0.00008482968,0.0005884642,0.0001497148,0.00005158037,0.9744834,0.001121415,0.001461132,0.0009711344,0.002145851],"study_design_scores_gemma":[0.0001670233,0.0002184865,0.01590974,0.00001847765,0.0001735545,0.0000303083,0.00007759301,0.9810399,0.0006752232,0.001243207,0.0004021988,0.00004432583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992164,0.0003215031,0.00144486,0.0003713756,0.00005655832,0.00003246666,0.001625461,0.0002173223,0.003766514],"genre_scores_gemma":[0.9978975,0.0001048907,0.0006139866,0.00005556196,0.00002394159,0.00002773644,0.0009337497,0.00006056179,0.0002820617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02778591,"threshold_uncertainty_score":0.05524832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249574425297763,"score_gpt":0.3099601688672687,"score_spread":0.1850027263374924,"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."}}