{"id":"W2123732341","doi":"10.1139/f03-141","title":"An analysis of homogenization and differentiation of Canadian freshwater fish faunas with an emphasis on British Columbia","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fauna; Jaccard index; Ecology; Geography; Homogenization (climate); Introduced species; Ecoregion; Biology; Threatened species; Habitat; Biodiversity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0003925689,0.0003045279,0.0002813927,0.003979096,0.001598269,0.0007255137,0.000366316,0.0001358372,0.001121689],"category_scores_gemma":[0.00138394,0.000179528,0.0003839468,0.0053813,0.0005144787,0.0001573087,0.0006012302,0.0002138737,0.00007748348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009230352,"about_ca_system_score_gemma":0.006698296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9718068,"about_ca_topic_score_gemma":0.9850416,"domain_scores_codex":[0.9994879,0.00004167152,0.00003534435,0.000111895,0.0001770355,0.0001460428],"domain_scores_gemma":[0.9988111,0.00009329139,0.0001418998,0.00004869598,0.0007219351,0.0001830578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001208739,0.00001723591,0.9726353,0.00007729494,0.0002309915,0.0001516967,0.001240628,0.0008507367,0.004386714,0.0003042172,0.0007602467,0.01922411],"study_design_scores_gemma":[0.000001173354,0.000005295526,0.9988877,0.000004168216,0.00001251223,0.00001843767,0.0002904289,0.0002982028,0.00009601628,0.00001009964,0.0003729663,0.000003069735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973278,0.0001640492,0.0001741609,0.00002166574,0.000001268915,0.00001637418,0.0008464751,0.000007943609,0.001440078],"genre_scores_gemma":[0.9975104,0.0001329748,0.0004482253,0.00001218126,9.975263e-7,0.00001361145,0.001341872,0.000004517421,0.0005351806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02819324,"threshold_uncertainty_score":0.06697118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008434660617972304,"score_gpt":0.1843312653902692,"score_spread":0.1758966047722969,"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."}}