{"id":"W4401035771","doi":"10.1111/gcb.17437","title":"Large potential impacts of marine heatwaves on ecosystem functioning","year":2024,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Biome; Ecosystem; Marine ecosystem; Biomass (ecology); Ecology; Climate change; Environmental science; Temperate climate; Food web; Seagrass; Trophic level; Oceanography; Biology; 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":[0.0005416408,0.000488019,0.000229649,0.000206027,0.0003817771,0.0007930672,0.0004049282,0.0006741693,0.001375394],"category_scores_gemma":[0.00197508,0.0001950754,0.0007530708,0.0002016173,0.0003763181,0.0007049869,0.0007127472,0.0004376428,0.00009097036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006300308,"about_ca_system_score_gemma":0.0004597645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01149645,"about_ca_topic_score_gemma":0.009337783,"domain_scores_codex":[0.9998549,0.00006027081,0.000007959333,0.00002682292,0.00001698997,0.00003289156],"domain_scores_gemma":[0.9995352,0.0002808341,0.00006335775,0.00003223382,0.00003432626,0.00005405576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001336565,0.0001151726,0.1297659,0.0000709341,0.0002079835,0.0003695274,0.0001278492,0.8523012,0.00661072,0.003296932,0.0003375753,0.006662643],"study_design_scores_gemma":[0.00002141587,0.0001891196,0.1131535,0.00002143332,0.0001152302,0.00008012573,0.0003008646,0.8809328,0.0009785943,0.003601092,0.0005702602,0.00003558791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932603,0.0001037589,0.004716307,0.0001351724,0.00001672424,0.00001202229,0.0001867479,0.0000312947,0.001537626],"genre_scores_gemma":[0.9992379,0.00008112148,0.0004661697,0.00001531397,0.000003118724,0.000007937644,0.00004815648,0.000004661767,0.0001356709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01149645,"threshold_uncertainty_score":0.0228591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377462450924527,"score_gpt":0.2812102977896191,"score_spread":0.2574356732803738,"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."}}