{"id":"W2802698779","doi":"10.1139/cjfas-2017-0390","title":"Spatial variation in trophic structure of nearshore fishes in Lake Michigan as it relates to water clarity","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Atomic Energy Agency","keywords":"Pelagic zone; Benthic zone; Alewife; Fishery; Epilimnion; Perch; Ecology; Oceanography; Trophic level; Environmental science; Groundfish; Plankton; Biology; Hypolimnion; Predation; Eutrophication; Fish <Actinopterygii>; Fishing; Geology; Fisheries management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001267791,0.00008796917,0.0001090798,0.0006470257,0.0003159934,0.0002491073,0.0001472056,0.0001725571,0.0009604933],"category_scores_gemma":[0.0004753399,0.0001479672,0.0001213838,0.0005392986,0.0002771082,0.0002078084,0.0003733657,0.00009425925,0.00009541973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005663278,"about_ca_system_score_gemma":0.0002137102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06192823,"about_ca_topic_score_gemma":0.1781443,"domain_scores_codex":[0.9998833,0.00001779379,0.00001176349,0.00004181271,0.00002211282,0.00002308096],"domain_scores_gemma":[0.99966,0.00005280492,0.0001403523,0.00001800487,0.00006771595,0.0000611067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004055228,0.000007435372,0.9954456,0.000004921784,0.00002290874,0.00003762105,0.0003227375,0.00007602938,0.002085463,0.00002295337,0.0000646216,0.001869063],"study_design_scores_gemma":[3.232633e-7,0.000005739167,0.9997968,7.042643e-7,0.000001876069,0.00001030363,0.00007481192,0.00005706092,0.00002220943,0.000003924933,0.00002557875,6.097714e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997682,0.00001630115,0.00002199645,0.000008888843,2.894101e-7,6.633268e-7,0.00007103499,0.000001715841,0.0001109669],"genre_scores_gemma":[0.9996593,0.00001311359,0.00004538441,0.000004130267,8.154444e-7,0.000002421604,0.0001145656,6.247938e-7,0.0001596534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06192823,"threshold_uncertainty_score":0.1231356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008654023205975263,"score_gpt":0.2010445809051533,"score_spread":0.192390557699178,"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."}}