{"id":"W1893628516","doi":"10.1111/risa.12069","title":"First Application of FISK, the Freshwater Fish Invasiveness Screening Kit, in Northern Europe: Example of Southern Finland","year":2013,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Fish <Actinopterygii>; Freshwater fish; Fishery; Biology; Geography; Zoology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002113161,0.0005692135,0.00031528,0.0008289326,0.001292009,0.0005420677,0.0004807958,0.000818617,0.0007560436],"category_scores_gemma":[0.002905952,0.0002098787,0.0005378159,0.0007165898,0.0006345438,0.0003934825,0.001017532,0.0003617473,0.0002413609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007166673,"about_ca_system_score_gemma":0.001046309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02191464,"about_ca_topic_score_gemma":0.05873875,"domain_scores_codex":[0.9992141,0.0003104669,0.00007381864,0.0001412435,0.0001702363,0.00009020312],"domain_scores_gemma":[0.999144,0.0002420984,0.0001298885,0.000086908,0.0002983006,0.00009878763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006646387,0.0005065743,0.8702685,0.0002480852,0.0001132391,0.008474587,0.01312365,0.001592266,0.02844654,0.0003217002,0.0009975862,0.07524273],"study_design_scores_gemma":[0.00004970629,0.002542895,0.9520387,0.0001217317,0.0001598739,0.00541434,0.01357378,0.002534403,0.01568974,0.0004889622,0.007299888,0.00008607138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953378,0.0001264752,0.001446466,0.0001265241,0.00001182833,0.00008114278,0.0001154854,0.00001689744,0.002737208],"genre_scores_gemma":[0.9877619,0.0002067715,0.01021508,0.00008306633,0.00001076904,0.00006785971,0.0002556011,0.00001208293,0.001386923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02191464,"threshold_uncertainty_score":0.04357415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008156060726884422,"score_gpt":0.1855907449566657,"score_spread":0.1774346842297812,"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."}}