{"id":"W4312061763","doi":"10.3897/neobiota.78.95050","title":"Knowledge needs in economic costs of invasive species facilitated by canalisation","year":2022,"lang":"en","type":"article","venue":"NeoBiota","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Invasive species; Dreissena; Zebra mussel; Fishery; Introduced species; Suez canal; Ecology; Panama canal; Geography; Alien; Biology; Business; Mollusca; Bivalvia; Mussel; International trade","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":[0.002014922,0.0004461567,0.0004688862,0.001893198,0.000306468,0.001954148,0.0008342285,0.0009207841,0.009969347],"category_scores_gemma":[0.01321907,0.000259263,0.0006587392,0.001713813,0.0008814202,0.005116923,0.0008082341,0.001251566,0.0006250303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715998,"about_ca_system_score_gemma":0.001375197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02048559,"about_ca_topic_score_gemma":0.02372141,"domain_scores_codex":[0.9992994,0.0002254429,0.00006636276,0.0001475632,0.0001659266,0.00009524627],"domain_scores_gemma":[0.9839077,0.009917384,0.003135839,0.0003742326,0.002039789,0.0006250093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005314718,0.0003609232,0.5205889,0.003866425,0.0005927175,0.0008014903,0.001586136,0.01557239,0.001110775,0.03114334,0.01276602,0.4110793],"study_design_scores_gemma":[0.00001931708,0.0002773547,0.8427873,0.005372501,0.0003480214,0.001574528,0.007593538,0.01189001,0.0008632098,0.05115754,0.07799441,0.0001223727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7908783,0.09674428,0.01032822,0.03210903,0.0002822207,0.00005846783,0.009849858,0.00005458243,0.05969512],"genre_scores_gemma":[0.9464906,0.04429668,0.003878692,0.001141798,0.0002235832,0.00005395686,0.002275081,0.00002287769,0.001616606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02048559,"threshold_uncertainty_score":0.04073268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495306734270888,"score_gpt":0.2211496891958558,"score_spread":0.2061966218531469,"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."}}