{"id":"W4224902835","doi":"10.1139/cjfas-2021-0245","title":"The hidden risk of keystone invaders in Canada: a case study using nonindigenous crayfish","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Crayfish; Pacifastacus; Ecoregion; Freshwater ecosystem; Ecology; Keystone species; Procambarus clarkii; Invasive species; Swamp; Biology; Introduced species; Ecosystem; Fishery; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0006006062,0.0005218397,0.0002553779,0.001285318,0.004710275,0.001239953,0.0007973452,0.0006702907,0.0008056536],"category_scores_gemma":[0.001682424,0.0002380652,0.0004616058,0.001607694,0.001158076,0.0004354558,0.00136708,0.000794819,0.0000594862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02253083,"about_ca_system_score_gemma":0.01974568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9877685,"about_ca_topic_score_gemma":0.9965739,"domain_scores_codex":[0.9994723,0.0000645261,0.00002344946,0.00005236917,0.0001644297,0.0002229421],"domain_scores_gemma":[0.9988118,0.000224307,0.0001748911,0.00005328804,0.0004194344,0.0003162029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001027548,0.0001346601,0.9647197,0.00006819936,0.00007821393,0.004339729,0.0127262,0.001262197,0.001089973,0.0006406814,0.0007134416,0.01412429],"study_design_scores_gemma":[0.00001878635,0.0001790292,0.9452855,0.00009406594,0.0001397622,0.001869545,0.04495163,0.003582401,0.0006576441,0.0002623362,0.002907754,0.00005146436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985554,0.0001354138,0.00007340896,0.00008197379,0.000001283529,0.00002512622,0.00009365085,0.000003109545,0.001030688],"genre_scores_gemma":[0.9982368,0.0003860236,0.0004507782,0.00005526957,0.000001247163,0.00001221605,0.000105606,0.000002282723,0.0007497557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02253083,"threshold_uncertainty_score":0.1634733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193855492699463,"score_gpt":0.2127362301657742,"score_spread":0.1907976752387796,"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."}}