{"id":"W7042908183","doi":"","title":"Report of Working Group 21 on Non-indigenous Aquatic Species","year":2021,"lang":"en","type":"book","venue":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Naval Research Laboratory; Office of Naval Research; Fisheries and Oceans Canada; Fisheries Agency; European Commission","keywords":"Group (periodic table); Aquatic animal; Aquatic environment; Aquatic ecosystem; Biodiversity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003754284,0.001233087,0.0005675921,0.00243457,0.001040832,0.001264317,0.002755106,0.003978075,0.02556022],"category_scores_gemma":[0.003614074,0.0005032634,0.0006940756,0.002304761,0.0003763208,0.001222219,0.0017887,0.001649986,0.01068581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380478,"about_ca_system_score_gemma":0.01057722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05406419,"about_ca_topic_score_gemma":0.06769785,"domain_scores_codex":[0.9982337,0.0002187309,0.0001375447,0.0001799643,0.000922113,0.0003079418],"domain_scores_gemma":[0.9929471,0.001410791,0.000529867,0.0003324448,0.003398846,0.001381026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003158911,0.0001678639,0.009960413,0.001081776,0.00003715667,0.0002879028,0.0006693916,0.0003399705,0.001233484,0.001416633,0.9380996,0.04638984],"study_design_scores_gemma":[0.00004142146,0.0001279648,0.04868068,0.0005378367,0.00006108562,0.0001314917,0.0009786155,0.0001402087,0.00126587,0.000486469,0.9475286,0.00001984227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04571112,0.0204768,0.007945057,0.03730959,0.02969552,0.00401441,0.2460538,0.0008764545,0.6079172],"genre_scores_gemma":[0.03354505,0.01257769,0.006802924,0.01023667,0.00286115,0.003479896,0.1368171,0.0004186735,0.7932608],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05406419,"threshold_uncertainty_score":0.107499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186856845520573,"score_gpt":0.2364105566287372,"score_spread":0.2145419881735315,"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."}}