{"id":"W4362668422","doi":"10.1111/csp2.12931","title":"Generalist invasion in a complex lake food web","year":2023,"lang":"en","type":"article","venue":"Conservation Science and Practice","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; Eesti Maaülikool; Academy of Finland; Horizon 2020 Framework Programme; Eesti Teadusagentuur; Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Trophic level; Predation; Food web; Generalist and specialist species; Biology; Intraguild predation; Ecology; Competition (biology); Ecosystem; Apex predator; Trophic cascade; Food chain; Larva; Predator; Fishery; Habitat","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002960471,0.0002447314,0.0001887886,0.0004288639,0.0003215567,0.000677447,0.0002793315,0.0003074073,0.00146856],"category_scores_gemma":[0.0007158789,0.0001837264,0.0003187933,0.0002554008,0.0004465522,0.0004700444,0.0005167021,0.0001977642,0.00008623503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009818125,"about_ca_system_score_gemma":0.0003385459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01732916,"about_ca_topic_score_gemma":0.02418908,"domain_scores_codex":[0.9999272,0.00002507809,0.000003989909,0.00001802699,0.00001025828,0.00001550203],"domain_scores_gemma":[0.9997063,0.00008499897,0.0001110041,0.00002118269,0.00003116161,0.00004542336],"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":[0.0001161303,0.0001169462,0.2480513,0.00006771606,0.000245113,0.0005010377,0.0001874045,0.7311568,0.008592374,0.004219666,0.0007056438,0.006039932],"study_design_scores_gemma":[0.00001574884,0.00009441101,0.1553199,0.000006526181,0.00003527902,0.0001308483,0.0001004818,0.8417544,0.0002199111,0.001915495,0.0003942569,0.00001263868],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980181,0.0000167158,0.001163992,0.00004314333,0.000001274785,0.000003373943,0.00004925643,0.00002260796,0.0006813999],"genre_scores_gemma":[0.9993896,0.00001736521,0.0003807769,0.00001016743,0.000001452499,0.000003700572,0.00003479771,0.000003886115,0.0001582369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01732916,"threshold_uncertainty_score":0.03445655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099052824602496,"score_gpt":0.317483242854899,"score_spread":0.2075779603946494,"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."}}