{"id":"W7133275286","doi":"","title":"Vessel biofouling as a vector for nonindigenous species introductions in Canada","year":2022,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Smithsonian Environmental Research Center; Ministère de la Défense Nationale; Transport Canada; Smithsonian Institution","keywords":"Biofouling; Niche; Arctic; Introduced species; Propagule pressure; Invasive species","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0006954448,0.000351039,0.0003551101,0.00181582,0.001903922,0.001618016,0.001044177,0.0004256475,0.002709298],"category_scores_gemma":[0.00195641,0.0002535187,0.0007628978,0.002624713,0.0006661412,0.0005455823,0.001518933,0.001048218,0.0001842594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02035682,"about_ca_system_score_gemma":0.0358203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935971,"about_ca_topic_score_gemma":0.9967085,"domain_scores_codex":[0.9992219,0.00005371041,0.0000363235,0.0001644766,0.0002356457,0.000287891],"domain_scores_gemma":[0.9974489,0.0002574942,0.000446885,0.00008740502,0.001049819,0.000709602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001348677,0.00002805036,0.975106,0.0001764132,0.0001370834,0.0003041743,0.001717713,0.0007730502,0.00105026,0.0007693405,0.003812487,0.01599045],"study_design_scores_gemma":[0.000007973093,0.00003667095,0.9882895,0.0001138964,0.00009380844,0.0001400415,0.003073746,0.003049397,0.0002513606,0.0001176379,0.004786081,0.00003999323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982992,0.001532663,0.0009070144,0.0007847988,0.00004379377,0.00007863731,0.008033868,0.00008473676,0.005542433],"genre_scores_gemma":[0.9922271,0.001167234,0.0008738615,0.0001639739,0.000006388723,0.00001562433,0.002761379,0.00002623539,0.002758325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02035682,"threshold_uncertainty_score":0.1476998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009708403640781791,"score_gpt":0.2298736090917692,"score_spread":0.2201652054509874,"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."}}