{"id":"W7152081261","doi":"10.65087/aehm.028.03.5","title":"Passive sampling approaches and seining revealed limited changes in the fish community of Point Pelee National Park over two decades","year":2025,"lang":"","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"National park; Wetland; Abundance (ecology); Biodiversity; Habitat; Sampling (signal processing); Invasive species","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0003833886,0.0001772163,0.0001592253,0.0006669203,0.0006669635,0.0004304826,0.0003239886,0.0001681818,0.0009286927],"category_scores_gemma":[0.001067809,0.0001661436,0.0001141688,0.0007261442,0.0002786628,0.0003680042,0.0005580636,0.0002121878,0.000187512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006229925,"about_ca_system_score_gemma":0.0006193715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1079435,"about_ca_topic_score_gemma":0.3503707,"domain_scores_codex":[0.9995968,0.00003870226,0.00002580963,0.0001364641,0.0001444022,0.00005775552],"domain_scores_gemma":[0.9993549,0.00005323948,0.0002243499,0.00004315096,0.000255294,0.00006912478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003719237,0.00001985168,0.9797803,0.00003343933,0.00002254737,0.00008823509,0.0009266283,0.00005261738,0.006245526,0.00004600228,0.000181056,0.01256658],"study_design_scores_gemma":[7.265023e-7,0.00002187507,0.9978822,0.000005044994,0.000007625149,0.00007622136,0.0005738144,0.0001543878,0.0004683093,0.00001520224,0.0007923818,0.000002133408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973379,0.00009100117,0.0008155527,0.00002436675,0.000002713044,0.0000203307,0.0004639243,0.000008730894,0.001235365],"genre_scores_gemma":[0.9960738,0.0001097253,0.001192613,0.00004395522,0.000003482007,0.00005562314,0.00100581,0.000004402047,0.00151059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8920565,"threshold_uncertainty_score":0.2146305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06695548002520083,"score_gpt":0.3158138897135127,"score_spread":0.2488584096883118,"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."}}