{"id":"W2119355851","doi":"10.1139/f04-109","title":"Relationship of fish catch and composition to water quality in a suite of agriculturally eutrophic lakes","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catch per unit effort; Eutrophication; Trophic level; Biology; Fishery; Cyprinus; Common carp; Rutilus; Ecology; Nutrient; Fish <Actinopterygii>","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":[0.000282568,0.0001829891,0.0001806226,0.0006196272,0.0002843674,0.0003169182,0.0001242104,0.0001816554,0.0005362639],"category_scores_gemma":[0.001251177,0.0002215862,0.0001129645,0.0004462464,0.000386062,0.0003135256,0.0005684191,0.0001319234,0.00007288803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003610966,"about_ca_system_score_gemma":0.0001703938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009418949,"about_ca_topic_score_gemma":0.02169905,"domain_scores_codex":[0.9998234,0.00003559279,0.00002063661,0.00004300534,0.00003918046,0.00003818855],"domain_scores_gemma":[0.9993068,0.0001253784,0.0003136122,0.00002973875,0.0001120238,0.0001124003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006273762,0.000008111657,0.9957621,0.000005957689,0.0000314208,0.00004594129,0.0001765726,0.0001278814,0.002558005,0.000008580316,0.00002077386,0.001191895],"study_design_scores_gemma":[0.000001182448,0.00002075897,0.9996042,5.182955e-7,0.000003277966,0.00003330239,0.00005632572,0.0001721121,0.00008111732,0.000006332747,0.00001973084,0.000001122147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9999038,0.000015501,0.00001721613,0.000003119879,1.013765e-7,6.373941e-7,0.0000239184,7.085463e-7,0.00003486804],"genre_scores_gemma":[0.9997577,0.00001989884,0.00006467231,0.000005015873,6.928473e-7,0.000002787819,0.00008258582,8.829201e-7,0.00006570566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.990581,"threshold_uncertainty_score":0.01872826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053375958196749,"score_gpt":0.2263080223971682,"score_spread":0.2057742628152007,"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."}}