{"id":"W2163003590","doi":"10.1111/j.1095-8649.2007.01349.x","title":"The effectiveness of two common sampling methods for assessing imperilled freshwater fishes","year":2007,"lang":"en","type":"article","venue":"Journal of Fish Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Fisheries and Oceans Canada","funders":"","keywords":"Electrofishing; Biology; Catch per unit effort; Sampling (signal processing); Fishery; Habitat; Range (aeronautics); Ecology; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.03546024,0.001263984,0.001201403,0.004211898,0.001024448,0.001471344,0.002079272,0.001734559,0.0005460651],"category_scores_gemma":[0.07443815,0.0008488614,0.0009854509,0.001278854,0.002087306,0.00314731,0.002131918,0.0009491276,0.0002575071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109877,"about_ca_system_score_gemma":0.0009748947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00192699,"about_ca_topic_score_gemma":0.00630067,"domain_scores_codex":[0.9393106,0.02519413,0.007189049,0.00705121,0.02035001,0.0009049992],"domain_scores_gemma":[0.8391415,0.1034595,0.03665465,0.005971876,0.01298233,0.001790084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003017863,0.0007583188,0.7298341,0.001821494,0.0008321578,0.0002388421,0.001673783,0.005707603,0.03135424,0.000732527,0.0003385991,0.2236903],"study_design_scores_gemma":[0.000190726,0.02195367,0.8496519,0.0008589235,0.001096798,0.002993692,0.001880976,0.03237718,0.08310371,0.001189634,0.004236496,0.0004662609],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101769,0.003577846,0.08094647,0.0003276116,0.000178351,0.00098753,0.0002917149,0.0001277788,0.003385792],"genre_scores_gemma":[0.8946414,0.001052588,0.1027871,0.0001765798,0.00006192402,0.0004547808,0.0002000175,0.00002066944,0.0006048717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03546024,"threshold_uncertainty_score":0.187534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02776969945480098,"score_gpt":0.3843158663541894,"score_spread":0.3565461668993884,"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."}}