{"id":"W2551640139","doi":"10.2166/wqrjc.2014.126","title":"Assessing the contribution of multiple stressors affecting small-bodied fish populations through a gradient of agricultural inputs in northwestern New Brunswick, Canada","year":2014,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Environment and Climate Change Canada; University of New Brunswick","funders":"Canadian Water Network; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Environmental science; Surface runoff; Agriculture; Sculpin; Fishery; Snow; Precipitation; Biota; Hydrology (agriculture); Ecology; Fish <Actinopterygii>; Geography; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002316804,0.000261151,0.0002198213,0.0007835123,0.001203482,0.0005948322,0.0006393026,0.0001728774,0.0006501916],"category_scores_gemma":[0.0004662592,0.0001793425,0.0001955262,0.001069626,0.00064866,0.0001899779,0.0005570302,0.0002568431,0.00006946822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01235109,"about_ca_system_score_gemma":0.01159692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9859394,"about_ca_topic_score_gemma":0.9970573,"domain_scores_codex":[0.9997652,0.00001815946,0.00001147684,0.00005753632,0.00006594357,0.00008174628],"domain_scores_gemma":[0.9994323,0.00003786314,0.0001023529,0.00001483262,0.0002671346,0.0001456126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004379614,0.00002034119,0.9926403,0.00001673993,0.00002849989,0.00009231737,0.0005359768,0.0002556599,0.002473562,0.00002861416,0.0001424688,0.003721712],"study_design_scores_gemma":[0.000001442105,0.00001154864,0.9986614,0.000004080143,0.00000568602,0.00001140438,0.0008707977,0.0001665546,0.0001181528,0.000005404434,0.00014112,0.000002452777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992544,0.00005613236,0.00006763272,0.00002606444,0.000001357177,0.0000144187,0.0002339957,0.000002057813,0.0003440603],"genre_scores_gemma":[0.9985858,0.0001197391,0.000219078,0.00002664679,9.107195e-7,0.00001334942,0.000319135,0.000001741856,0.0007136737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01406062,"threshold_uncertainty_score":0.0896138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09824913683856594,"score_gpt":0.3576779756497565,"score_spread":0.2594288388111906,"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."}}