{"id":"W2049199461","doi":"10.1186/1472-6785-8-23","title":"Fish communities in coastal freshwater ecosystems: the role of the physical and chemical setting","year":2008,"lang":"en","type":"article","venue":"BMC Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Biomass (ecology); Perch; Ecology; Eutrophication; Vegetation (pathology); Esox; Abundance (ecology); Relative species abundance; Pike; Watershed; Environmental science; Hydrobiology; Predatory fish; Fishery; Biology; Predation; Fish <Actinopterygii>; Nutrient","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002017717,0.0001850321,0.0001833564,0.0005336,0.0006424253,0.0004791828,0.0002197813,0.0001681622,0.001078418],"category_scores_gemma":[0.0006844071,0.0001469897,0.0001231369,0.0006178819,0.0007010411,0.0003871816,0.0005849266,0.0001086082,0.0000778118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644543,"about_ca_system_score_gemma":0.0006922919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1381779,"about_ca_topic_score_gemma":0.3518794,"domain_scores_codex":[0.9998928,0.00002347488,0.000005632896,0.00003147226,0.00002032033,0.00002638793],"domain_scores_gemma":[0.9996755,0.0000412802,0.0001295407,0.00001275982,0.00006905292,0.00007193239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004779923,0.00001102185,0.9915138,0.00002686743,0.00003039787,0.00007407053,0.0006907781,0.0002075175,0.004178306,0.00003759566,0.00003950616,0.003142435],"study_design_scores_gemma":[3.996274e-7,0.000008863935,0.9996372,0.000001489107,0.000002083162,0.00000825149,0.0002010207,0.00006341337,0.0000288381,0.00001088327,0.00003660573,9.035646e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996541,0.00003806203,0.00005282012,0.000009696626,2.701121e-7,0.000002396543,0.00005191069,0.000001012452,0.0001898443],"genre_scores_gemma":[0.9996262,0.00004981106,0.0001346435,0.000006130153,9.55156e-7,0.000005041199,0.00006099226,7.044671e-7,0.0001154356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1381779,"threshold_uncertainty_score":0.2747472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008930593565064822,"score_gpt":0.1938877723432542,"score_spread":0.1849571787781894,"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."}}