{"id":"W2079388268","doi":"10.12681/mms.337","title":"Risk assessment of non-native fishes in the Balkans Region using FISK, the invasiveness screening tool for non-native freshwater fishes","year":2013,"lang":"en","type":"article","venue":"Mediterranean Marine Science","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Biology; Invasive species; Freshwater fish; Introduced species; Concordance; Fish <Actinopterygii>; Risk assessment; Endemism; Sensu; Ecology; Zoology; Fishery; Bioinformatics; Genus","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002503534,0.0002104764,0.0002463661,0.00009178832,0.0007164784,0.00009862871,0.001225277,0.00007408137,0.001636943],"category_scores_gemma":[0.0004034716,0.0001172378,0.00007744919,0.0006922055,0.002143144,0.001021124,0.0006509614,0.0003214569,0.00002156779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554007,"about_ca_system_score_gemma":0.00007692209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002385593,"about_ca_topic_score_gemma":0.002264314,"domain_scores_codex":[0.9977256,0.000238823,0.0003989191,0.0004791746,0.0006613316,0.0004961568],"domain_scores_gemma":[0.9983991,0.0007280976,0.0003036268,0.00043346,0.0000790687,0.00005667359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002109449,0.0001589617,0.9587581,0.00001792752,0.00001211673,0.00001068338,0.008999124,0.001800003,0.004983092,0.00001823752,0.002601447,0.02261919],"study_design_scores_gemma":[0.0004037648,0.0001549555,0.7735241,0.00003062479,0.00002887414,0.000009164499,0.001753488,0.2202217,0.00283742,0.0008076731,0.000072524,0.0001557269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824267,8.69619e-7,0.01303785,0.001229711,0.000284075,0.001445204,0.00001291086,0.000008123768,0.001554577],"genre_scores_gemma":[0.9886941,0.000004698965,0.01022415,0.0005800133,0.00007110636,0.0002400869,0.000009480242,0.00001026819,0.0001660617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2184217,"threshold_uncertainty_score":0.9992757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03915147823898719,"score_gpt":0.2880983399719851,"score_spread":0.248946861732998,"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."}}