{"id":"W2468489547","doi":"10.1038/srep28430","title":"A portable trap with electric lead catches up to 75% of an invasive fish species","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Great Lakes Fishery Commission","keywords":"Trap (plumbing); Fish <Actinopterygii>; Fishery; Electric fish; Environmental science; Biology; Zoology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003223013,0.0005778356,0.0003621398,0.0006418163,0.0004163673,0.0003269911,0.0009894992,0.000421499,0.005292671],"category_scores_gemma":[0.0003541876,0.0003220927,0.0004689566,0.0003959812,0.0002890404,0.0006273202,0.00089417,0.0003723858,0.001486051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550042,"about_ca_system_score_gemma":0.0004171748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061797,"about_ca_topic_score_gemma":0.003408248,"domain_scores_codex":[0.9997533,0.00002110414,0.00001112689,0.00007913156,0.0001133374,0.00002200208],"domain_scores_gemma":[0.999718,0.00005789394,0.00005043228,0.000038621,0.00007992207,0.00005503897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006357718,0.0004159064,0.01679454,0.000445443,0.00013352,0.0006238493,0.0002327321,0.001090741,0.7732369,0.0006041791,0.004662474,0.201124],"study_design_scores_gemma":[0.000948742,0.01219875,0.155262,0.0001836562,0.001328414,0.01487778,0.0005873296,0.04125988,0.6911267,0.001967829,0.0797561,0.00050287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7450021,0.001153202,0.2333595,0.0006500164,0.0004079699,0.000566077,0.001734717,0.004498034,0.01262833],"genre_scores_gemma":[0.8577569,0.0006091656,0.1143665,0.0006073367,0.0001544034,0.0004193145,0.001224807,0.0002634184,0.02459821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005292671,"threshold_uncertainty_score":0.0177058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012474453742009,"score_gpt":0.2040566450807408,"score_spread":0.1915821913387318,"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."}}