{"id":"W7133012255","doi":"","title":"Synergistic Impact of Climate Change and Aquatic Invasive Species on Native Fish Communities","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Introduced species; Invasive species; Ecosystem; Biodiversity; Climate change; Benthic zone; Ocean acidification; Goby; Ecological release","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000423339,0.0003008016,0.0002948213,0.0004445522,0.0009844445,0.0008592767,0.0002269624,0.0002730692,0.001496632],"category_scores_gemma":[0.0005414606,0.000144031,0.0003684142,0.000344214,0.0007138083,0.0004558212,0.001135866,0.0003113909,0.00009227001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845881,"about_ca_system_score_gemma":0.001334805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0653057,"about_ca_topic_score_gemma":0.2983479,"domain_scores_codex":[0.9996722,0.00006920895,0.00001284206,0.00006258233,0.00008735641,0.00009583763],"domain_scores_gemma":[0.9994893,0.00008359156,0.0001504461,0.00002771603,0.00008556702,0.0001632822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000309735,0.0001778821,0.9142236,0.0001214434,0.0002864023,0.0003570414,0.001506605,0.001238013,0.06511551,0.0005218249,0.0002421849,0.01589986],"study_design_scores_gemma":[0.000002662412,0.0001011617,0.9972771,0.00000692816,0.00003717174,0.00004006212,0.00108351,0.0004817816,0.000533023,0.00008552153,0.0003432725,0.000007782783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984669,0.0001064399,0.0000702495,0.0000347388,0.000001733976,0.000004439642,0.00003817174,0.000002574476,0.001274685],"genre_scores_gemma":[0.999257,0.000195239,0.0001764288,0.00004336521,0.000002456823,0.000006697285,0.00005003291,0.000001257092,0.0002673778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0653057,"threshold_uncertainty_score":0.1298512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04527724206582881,"score_gpt":0.3154947965110173,"score_spread":0.2702175544451885,"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."}}