{"id":"W6958035277","doi":"10.60692/pc4nh-eve51","title":"Ship Biofouling as a Vector for Non-indigenous Aquatic Species to Canadian Arctic Coastal Ecosystems: A Survey and Modeling-Based Assessment","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Biofouling; Fouling; Abundance (ecology); Wildlife; Arctic; Respondent","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001067193,0.000823656,0.0004362591,0.001419353,0.001425367,0.001274462,0.001230575,0.0003933455,0.0007837266],"category_scores_gemma":[0.00162836,0.0004345833,0.001105982,0.00157834,0.0003915775,0.000464391,0.0007466396,0.000484743,0.0001142064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01355197,"about_ca_system_score_gemma":0.01778949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9886968,"about_ca_topic_score_gemma":0.9871408,"domain_scores_codex":[0.9995618,0.00006483364,0.00002143805,0.00009103942,0.0001410402,0.0001197071],"domain_scores_gemma":[0.999189,0.0001270375,0.00009066121,0.00002286835,0.0004606018,0.0001098289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001329126,0.0002223372,0.8715277,0.0002627687,0.0003063304,0.0001659849,0.0005917328,0.103377,0.00163588,0.0006725122,0.001656149,0.01944876],"study_design_scores_gemma":[0.00002170977,0.00009701763,0.4537186,0.00007194964,0.0001836254,0.00005360168,0.00153844,0.5420024,0.0003310075,0.0001483949,0.001774232,0.00005904367],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939343,0.0003541145,0.002207895,0.0001752635,0.00001096002,0.00007457973,0.001526982,0.00006836085,0.00164749],"genre_scores_gemma":[0.9909135,0.0005596926,0.005799266,0.00003624269,0.000005773448,0.00005331229,0.001933788,0.00001731959,0.0006811357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355197,"threshold_uncertainty_score":0.09832692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03787913689750905,"score_gpt":0.2242143234762742,"score_spread":0.1863351865787651,"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."}}