{"id":"W2013574958","doi":"10.1371/journal.pone.0118267","title":"Relative Invasion Risk for Plankton across Marine and Freshwater Systems: Examining Efficacy of Proposed International Ballast Water Discharge Standards","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; University of Toronto; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; Transport Canada","keywords":"Ballast; Environmental science; Propagule pressure; Freshwater ecosystem; Ecosystem; Marine ecosystem; Plankton; Environmental resource management; Algal bloom; Ecology; Phytoplankton; Oceanography; Biology; Biological dispersal","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004001947,0.0003062077,0.0003481965,0.0009068936,0.0002879262,0.001161528,0.0005003516,0.000286478,0.0005977235],"category_scores_gemma":[0.009450492,0.00009818054,0.0006476069,0.0005714992,0.0006062415,0.001117334,0.001325524,0.0004593766,0.00005554362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009508963,"about_ca_system_score_gemma":0.0004098293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004907981,"about_ca_topic_score_gemma":0.007638056,"domain_scores_codex":[0.9984154,0.000637564,0.0001851251,0.0002718836,0.0003563147,0.000133795],"domain_scores_gemma":[0.9919474,0.002895112,0.003631135,0.0003606296,0.0007384885,0.0004273473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004992713,0.000179537,0.9543185,0.00008868525,0.0004776249,0.0001399663,0.0004133168,0.02259526,0.004010168,0.0009249362,0.0001123239,0.01624051],"study_design_scores_gemma":[0.000009209127,0.001080251,0.9665126,0.00001494388,0.000108799,0.00006970137,0.0006836982,0.02975835,0.0007457387,0.000678529,0.0003134234,0.00002480061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980851,0.00007843792,0.0008983004,0.00005028071,0.000002302964,0.00001888075,0.00004876386,0.000006534869,0.0008114192],"genre_scores_gemma":[0.9991441,0.00004308656,0.0005935866,0.00001028581,0.000002055923,0.00001064324,0.00006703765,0.000001824969,0.0001274648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004907981,"threshold_uncertainty_score":0.02116454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04617610315166523,"score_gpt":0.2489148962987813,"score_spread":0.2027387931471161,"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."}}