{"id":"W2076135809","doi":"10.1111/j.1365-2400.2008.00608.x","title":"Evaluation of single‐pass backpack electric fishing for stream fish community monitoring","year":2008,"lang":"en","type":"article","venue":"Fisheries Management and Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Natural Resources and Forestry","funders":"Natural Resources Canada; Fisheries and Oceans Canada; Ministry of Natural Resources","keywords":"Electrofishing; Species richness; Fishing; Catch per unit effort; Population; Abundance (ecology); Habitat; Relative species abundance; Fishery; Species diversity; Environmental science; Ecology; Biology; Statistics; Mathematics; Demography","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":[0.0009906268,0.0001356088,0.0002120416,0.00006063098,0.0006643086,0.00001290878,0.0001877276,0.00007347517,0.0004383177],"category_scores_gemma":[0.0001326489,0.000143826,0.0000393948,0.0001646218,0.0002333807,0.0002660689,0.0004241886,0.0001029087,0.00000979941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489927,"about_ca_system_score_gemma":0.000003982894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007722292,"about_ca_topic_score_gemma":0.003093827,"domain_scores_codex":[0.9988473,0.0001934223,0.0002250669,0.0002146315,0.0002189909,0.000300609],"domain_scores_gemma":[0.9994449,0.0001663126,0.0001297485,0.0001955737,0.00003324592,0.00003023455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004527955,0.0002570442,0.904022,0.00008220195,0.0001928201,0.000002826732,0.000780342,0.000193742,0.0001030256,0.00007100552,0.08709238,0.007157328],"study_design_scores_gemma":[0.000733636,0.0003674923,0.98864,0.000005727744,0.0001955704,0.00000179953,0.0008297492,0.0003693798,0.0001773092,0.001483823,0.00706106,0.000134508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9464307,0.00001263894,0.00007618991,0.0007763732,0.0002519228,0.0006404747,0.000003466733,0.00003491714,0.05177328],"genre_scores_gemma":[0.9971447,0.0001983741,0.0008309891,0.0002369614,0.00003028732,0.0002084844,0.00001353869,0.00001037476,0.001326316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08461794,"threshold_uncertainty_score":0.5865054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05371491895585532,"score_gpt":0.2465914929516994,"score_spread":0.1928765739958441,"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."}}