{"id":"W3096551034","doi":"10.1007/s10641-020-01044-w","title":"Freshwater fish functional and taxonomic diversity above and below Niagara Falls","year":2020,"lang":"en","type":"article","venue":"Environmental Biology of Fishes","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Fisheries and Oceans Canada; Environment and Climate Change Canada","keywords":"Electrofishing; Biodiversity; Ecology; Habitat; Geography; Abiotic component; Species richness; Freshwater fish; Fishery; Environmental science; Biology; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001410757,0.0002568739,0.0002117278,0.001038218,0.001026581,0.0007763906,0.000333227,0.0001648787,0.003004983],"category_scores_gemma":[0.0005418207,0.0001575183,0.000147994,0.001331401,0.0003819715,0.000322828,0.0006523339,0.0001734035,0.0005078021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137476,"about_ca_system_score_gemma":0.0008397072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3869239,"about_ca_topic_score_gemma":0.7117963,"domain_scores_codex":[0.9997917,0.00001995168,0.00002622133,0.00006748366,0.00005050434,0.00004413633],"domain_scores_gemma":[0.9993693,0.00004892341,0.0002201889,0.00004535287,0.0001969182,0.0001193345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003231087,0.00001418601,0.9918634,0.0000293687,0.00002605198,0.00008154364,0.001169653,0.00004023121,0.001422061,0.00004211007,0.0003978181,0.004881216],"study_design_scores_gemma":[8.733963e-7,0.000007866513,0.9983237,0.000009761032,0.000004448516,0.0000546509,0.00100549,0.00005500788,0.00006191619,0.00000784942,0.0004660371,0.000002344941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965481,0.00009228347,0.00006838352,0.00002261005,0.000002115871,0.00001523288,0.0009750727,0.000009397109,0.002266891],"genre_scores_gemma":[0.9967734,0.0001159392,0.000332961,0.00001943127,0.000002918127,0.00002740711,0.0008837383,0.000003755119,0.001840417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6130761,"threshold_uncertainty_score":0.7693435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260279146737817,"score_gpt":0.1656294373762511,"score_spread":0.1530266459088729,"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."}}