{"id":"W4293055760","doi":"10.1139/cjfas-2021-0310","title":"The vulnerability of whitefish (<i>Coregonus lavaretus</i>) to the invasive European catfish (<i>Silurus glanis</i>) in a large peri-Alpine lake","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catfish; Coregonus lavaretus; Biology; Fishery; Predation; Trophic level; Ecology; Coregonus; Population; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001594477,0.0002213052,0.0001417357,0.0005286164,0.0003081341,0.0003580529,0.0001784877,0.0003090538,0.0006499296],"category_scores_gemma":[0.0003661306,0.0001232228,0.0002408846,0.0002216496,0.0002928511,0.0003029644,0.0006265545,0.0001557181,0.00009348551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006283024,"about_ca_system_score_gemma":0.0002602284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01971515,"about_ca_topic_score_gemma":0.0508833,"domain_scores_codex":[0.9998991,0.00001240592,0.000006161558,0.00003990225,0.0000173527,0.00002488791],"domain_scores_gemma":[0.9997829,0.00002717516,0.0001082155,0.000009281548,0.00002649196,0.00004600042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001218945,0.00002366836,0.9600902,0.0000268904,0.00005369313,0.0001417709,0.000543635,0.000369649,0.03492215,0.0000464916,0.00003874958,0.003621246],"study_design_scores_gemma":[0.000001144218,0.00007497925,0.9985511,0.000002296046,0.000008450262,0.00006969745,0.0002880681,0.0005198261,0.000376676,0.00001773652,0.00008718831,0.000002870334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998738,0.00001381994,0.00002628924,0.000003994539,1.662622e-7,6.855259e-7,0.0000203558,0.000001152889,0.00005985506],"genre_scores_gemma":[0.9997138,0.000012431,0.00007424403,0.000008393008,5.099249e-7,0.000002195928,0.00006940854,7.77915e-7,0.0001182608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01971515,"threshold_uncertainty_score":0.03920078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106743190131209,"score_gpt":0.1991550728226801,"score_spread":0.1884807538095592,"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."}}