{"id":"W2051972728","doi":"10.1577/t08-118.1","title":"Balancing Aquatic Habitat Fragmentation and Control of Invasive Species: Enhancing Selective Fish Passage at Sea Lamprey Control Barriers","year":2009,"lang":"en","type":"article","venue":"Transactions of the American Fisheries Society","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Fisheries and Oceans Canada","funders":"","keywords":"Petromyzon; Lamprey; Fishery; Escapement; Attraction; Catostomus; Weir; Environmental science; Ecology; Biology; Fish <Actinopterygii>; Geography","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":[0.0002182691,0.0001794344,0.0001783652,0.0002701088,0.000255654,0.0004711362,0.000311431,0.0001599922,0.0009271067],"category_scores_gemma":[0.0004862962,0.00007894727,0.00009788757,0.0001299289,0.0002083645,0.0002991739,0.0004027059,0.0001432715,0.00006542557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006399488,"about_ca_system_score_gemma":0.0005655893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02063526,"about_ca_topic_score_gemma":0.06423208,"domain_scores_codex":[0.9998978,0.00002169294,0.000004515692,0.00002398507,0.00002354609,0.00002829787],"domain_scores_gemma":[0.9996465,0.00003829601,0.0001214939,0.00001318805,0.00005368007,0.0001268085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001184537,0.001443462,0.3255374,0.0004008876,0.0001854712,0.0003307671,0.001579922,0.00514543,0.5759417,0.0004269979,0.0007660713,0.08705731],"study_design_scores_gemma":[0.00005795456,0.002787553,0.9730513,0.00003384453,0.00008986019,0.0001055454,0.001121023,0.004361996,0.01609286,0.00009578859,0.002186348,0.00001598439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994179,0.00003593843,0.000181095,0.00001247418,5.736147e-7,0.000008707085,0.000007588214,0.000007574426,0.000328137],"genre_scores_gemma":[0.9985614,0.0000438542,0.0009021873,0.0000194997,0.000001321349,0.00001511786,0.00002594146,0.000002905634,0.0004277044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02063526,"threshold_uncertainty_score":0.04103029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004261932678465052,"score_gpt":0.190125391439764,"score_spread":0.1858634587612989,"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."}}