{"id":"W4220828476","doi":"10.3897/neotropical.17.e80062","title":"Non-native freshwater fishes in Guatemala, northern Central America: introduction sources, distribution, history, and conservation consequences","year":2022,"lang":"en","type":"article","venue":"Neotropical Biology and Conservation","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Egg Farmers of Canada; Yale University; Universidad del Valle; Louisiana State University; Universidad de San Carlos de Guatemala; Auburn University","keywords":"Freshwater fish; Freshwater ecosystem; Introduced species; Fishery; Fauna; Biology; Fishing; Ecology; Invasive species; Distribution (mathematics); Ecosystem; Geography; Fish <Actinopterygii>","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":[0.0005673884,0.0003855882,0.000250476,0.003818811,0.0006126965,0.0008879729,0.000388972,0.0002960076,0.000994921],"category_scores_gemma":[0.002117807,0.0001265238,0.0003122408,0.00573932,0.0007108126,0.000836716,0.0008944299,0.0002167132,0.00008862119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002364216,"about_ca_system_score_gemma":0.00346826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.249559,"about_ca_topic_score_gemma":0.5019165,"domain_scores_codex":[0.9997274,0.00007775844,0.00003712151,0.00005958143,0.00004556841,0.00005257462],"domain_scores_gemma":[0.9989692,0.0002317782,0.0004336308,0.00003204911,0.0002540665,0.00007941842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001284527,0.00003858287,0.8533871,0.01470758,0.0004378891,0.003195052,0.01546803,0.0003944866,0.002684087,0.0009947114,0.005017798,0.1035463],"study_design_scores_gemma":[0.000005349913,0.00003408464,0.975306,0.00183957,0.0002449941,0.0006717946,0.008111052,0.000129895,0.0001269193,0.0002289174,0.01328379,0.00001763623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8932022,0.09150878,0.0002921502,0.003103222,0.00007832648,0.0001005454,0.008086553,0.00005142251,0.003576686],"genre_scores_gemma":[0.9616399,0.0346946,0.0007624729,0.0005204572,0.00003630479,0.00009993464,0.001713724,0.000009703032,0.000522901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.249559,"threshold_uncertainty_score":0.4962129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195846214163528,"score_gpt":0.2155262476434575,"score_spread":0.2035677855018222,"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."}}