{"id":"W1504398139","doi":"10.1002/ieam.1396","title":"Evaluating cumulative effects of anthropogenic inputs in Prince Edward Island estuaries using the mummichog (<i>Fundulus heteroclitus</i>)","year":2013,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Environment and Climate Change Canada; Fisheries and Oceans Canada; Ontario Tech University; University of New Brunswick; University of Prince Edward Island","funders":"Canada Research Chairs","keywords":"Environmental science; Fundulus; Agricultural land; Eutrophication; Estuary; Ecology; Population; Habitat; Land use; Sediment; Hydrology (agriculture); Fishery; Biology; Nutrient; Fish <Actinopterygii>","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":[0.0001672435,0.0002309749,0.0001399289,0.0003257624,0.0002904448,0.0004079039,0.0002266205,0.000178136,0.0003367901],"category_scores_gemma":[0.0003765438,0.0001259396,0.0001934864,0.0003389497,0.0002371012,0.0001389809,0.0003980038,0.0001721897,0.00008518827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008384415,"about_ca_system_score_gemma":0.0004708585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1285107,"about_ca_topic_score_gemma":0.3394386,"domain_scores_codex":[0.999887,0.00001610335,0.000008684396,0.00003259403,0.00003128949,0.00002423509],"domain_scores_gemma":[0.9996524,0.00004614252,0.000107428,0.00002256694,0.00009412794,0.00007735048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009890286,0.0000313145,0.993109,0.000009509965,0.00004205308,0.00008439247,0.0001787981,0.0001556973,0.004231881,0.0000074012,0.00003679205,0.00201417],"study_design_scores_gemma":[3.128506e-7,0.00004493267,0.9994614,7.768497e-7,0.000005115213,0.000007591649,0.0001957779,0.00007311224,0.0001760239,0.00000143488,0.00003262269,9.792534e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998106,0.000009412718,0.00001447854,0.000003293981,3.970922e-7,0.000001783737,0.00006256946,9.044369e-7,0.00009663906],"genre_scores_gemma":[0.9992183,0.00004124036,0.0001045136,0.00001477399,0.000001113,0.00000735878,0.0002479678,9.29107e-7,0.0003638042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8714893,"threshold_uncertainty_score":0.2555254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323312636111453,"score_gpt":0.2651867791056131,"score_spread":0.2519536527444985,"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."}}