{"id":"W2625507652","doi":"10.1002/aqc.2781","title":"Living on the edge: Traits of freshwater fish species at risk in Canada","year":2017,"lang":"en","type":"article","venue":"Aquatic Conservation Marine and Freshwater Ecosystems","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Windsor; University of Toronto; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Endangered species; Wildlife; Freshwater fish; Conservation status; Ecology; Guild; Risk assessment; Range (aeronautics); Biology; Geography; Threatened species; Wildlife trade; Fishery; Habitat; 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":[0.0002862839,0.000152254,0.0001597658,0.0008900299,0.001409218,0.0006522198,0.0004645891,0.0002072399,0.001682585],"category_scores_gemma":[0.001087566,0.00009405984,0.0001885479,0.001422092,0.0005663999,0.00024735,0.0005298993,0.0003030702,0.0001150281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004593257,"about_ca_system_score_gemma":0.004462951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9580888,"about_ca_topic_score_gemma":0.9882658,"domain_scores_codex":[0.9998499,0.00001004244,0.000006466849,0.00003241391,0.00005142938,0.00004976627],"domain_scores_gemma":[0.9990026,0.0001060354,0.0002007772,0.00002782216,0.0003898762,0.0002728568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003398179,0.00001052285,0.9958265,0.000006237926,0.00001496526,0.00003371725,0.0004973945,0.0001652386,0.0002855433,0.00006909488,0.0002512546,0.002805322],"study_design_scores_gemma":[7.562437e-7,0.00000566946,0.9988143,0.000005080021,0.000003810363,0.00001557557,0.0007216242,0.0002156978,0.00003357194,0.00002597043,0.0001551036,0.000002746866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985449,0.00003747319,0.00004524964,0.00003501493,0.000001101833,0.0000032691,0.0004340948,0.000001987797,0.0008969055],"genre_scores_gemma":[0.9992012,0.00003313168,0.00008562797,0.00001334777,5.396812e-7,0.000002174598,0.0003022631,0.000001184777,0.0003605689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04191118,"threshold_uncertainty_score":0.08431596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573316450378382,"score_gpt":0.1889916796087273,"score_spread":0.1732585151049435,"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."}}