{"id":"W2122090373","doi":"10.2166/wqrj.2010.024","title":"Guidance for Site-Specifically Assessing the Health of Fish Populations with Emphasis on Canada's Environmental Effects Monitoring Program","year":2010,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; University of New Brunswick","funders":"","keywords":"Fish <Actinopterygii>; Environmental science; Sampling (signal processing); Sample size determination; Population dynamics of fisheries; Site selection; Statistical power; Sentinel species; Sampling design; Population; Ecology; Environmental resource management; Geography; Fishery; Biology; Environmental health; Computer science; Statistics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01739495,0.001332954,0.0009885456,0.00508292,0.002269434,0.001833513,0.004182216,0.004565906,0.01496208],"category_scores_gemma":[0.04072212,0.001016593,0.001283393,0.003303402,0.001492869,0.001570372,0.001458053,0.002430241,0.004745454],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008614473,"about_ca_system_score_gemma":0.05439478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6715471,"about_ca_topic_score_gemma":0.8721936,"domain_scores_codex":[0.9890805,0.003982149,0.0009130742,0.0003363059,0.004953531,0.0007343225],"domain_scores_gemma":[0.9351969,0.01835237,0.003031977,0.002140028,0.03772298,0.003555724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002055666,0.0006419693,0.0211217,0.001073762,0.00003767784,0.0006865287,0.001337299,0.005993721,0.008342072,0.004070738,0.7244893,0.2319997],"study_design_scores_gemma":[0.0003842614,0.0008612641,0.1827999,0.003192969,0.0001296345,0.0008854331,0.002814602,0.006115895,0.004945171,0.00495963,0.792585,0.0003263444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.05058881,0.009093387,0.2845603,0.1293417,0.006392517,0.05432833,0.06300253,0.01381469,0.3888778],"genre_scores_gemma":[0.06142674,0.009030596,0.7220996,0.03963852,0.0005795024,0.02330009,0.01306706,0.0007690635,0.1300888],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9913855,"threshold_uncertainty_score":0.6607744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09264757140366356,"score_gpt":0.413208672862624,"score_spread":0.3205611014589604,"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."}}