{"id":"W3155316691","doi":"10.1002/fsh.10606","title":"How Does Climate Change Affect Emergent Properties of Aquatic Ecosystems?","year":2021,"lang":"en","type":"article","venue":"Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Trent University","funders":"U.S. Geological Survey; Pacific Salmon Foundation; Mitacs","keywords":"Ecosystem; Climate change; Ecology; Aquatic ecosystem; Novel ecosystem; Competition (biology); Habitat; Environmental resource management; Ecosystem management; Environmental science; Biology","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":[0.0008999171,0.0001428385,0.0002193948,0.0004960534,0.0004723873,0.001373075,0.0002804892,0.0004114896,0.002100095],"category_scores_gemma":[0.003125949,0.00009634723,0.0002968976,0.0005793946,0.001023812,0.001412252,0.0008599103,0.0004688062,0.0001528475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064433,"about_ca_system_score_gemma":0.0003856389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005202641,"about_ca_topic_score_gemma":0.006235471,"domain_scores_codex":[0.9996768,0.0001053879,0.00001933195,0.00007493632,0.00005369024,0.00006976705],"domain_scores_gemma":[0.9984635,0.0004838807,0.0003980243,0.000118715,0.0003645196,0.0001712893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002605426,0.0001737957,0.8188776,0.001027647,0.0006980966,0.000921165,0.003962643,0.02876085,0.02393832,0.0311012,0.005711449,0.08456687],"study_design_scores_gemma":[0.000006353518,0.0001428744,0.9300153,0.0001445173,0.0001061141,0.0002021222,0.003930754,0.01209895,0.002488042,0.03675409,0.01402884,0.00008200141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718726,0.002571767,0.005666225,0.003380463,0.0001428807,0.00002912527,0.0009086348,0.00006357922,0.01536485],"genre_scores_gemma":[0.998983,0.0004139863,0.0002603368,0.0001149252,0.00001785794,0.000004135747,0.00006767466,0.000006114791,0.0001320298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005202641,"threshold_uncertainty_score":0.01034474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690602526340132,"score_gpt":0.2015838665247955,"score_spread":0.1746778412613942,"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."}}