{"id":"W2145269207","doi":"10.1007/s11252-010-0135-6","title":"Evaluation of the aquatic habitat and fish assemblage in an urban reach of the historic Rideau Canal, Ottawa, Canada: Implications for management in an engineered system","year":2010,"lang":"en","type":"article","venue":"Urban Ecosystems","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"Parks Canada","keywords":"Lepomis; Fishery; Habitat; Fishing; Geography; Macrophyte; Ecology; Micropterus; Littoral zone; Cove; Bass (fish); Environmental science; Fish <Actinopterygii>; Biology; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001488622,0.0001078234,0.0001922014,0.0000570187,0.0001221902,0.000007627682,0.0003488406,0.00004859232,0.000008172922],"category_scores_gemma":[0.00008171316,0.00007959566,0.0000263988,0.0002621853,0.00005664376,0.0001185245,0.000098007,0.00008729746,4.121839e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008887978,"about_ca_system_score_gemma":0.00005437342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1200787,"about_ca_topic_score_gemma":0.9950619,"domain_scores_codex":[0.9987023,0.0002062086,0.000383669,0.0002411499,0.0002838504,0.0001828026],"domain_scores_gemma":[0.9991444,0.00007525244,0.0002165833,0.000502162,0.00002766007,0.00003391242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003011404,0.00007002112,0.9695296,0.0001352356,0.0000275625,2.881086e-7,0.0004700761,0.000744016,0.0005519709,0.001287746,0.02701888,0.0001615442],"study_design_scores_gemma":[0.0004065697,0.00003058752,0.9739904,0.00003193819,0.00009612524,8.593954e-7,0.0005795228,0.02325696,0.00004604782,0.00007720334,0.001398316,0.00008551494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948721,0.00003256323,0.00001768561,0.0005323582,0.0004660411,0.001740691,0.0000319971,0.000007271921,0.002299318],"genre_scores_gemma":[0.9993267,0.000001445729,0.00003679562,0.00004582626,0.00001782517,0.0004043269,0.000007614698,0.000009119231,0.0001503107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8749832,"threshold_uncertainty_score":0.8857808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427132301201404,"score_gpt":0.2220866416731349,"score_spread":0.2078153186611208,"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."}}