{"id":"W1997603492","doi":"10.1577/m06-007.1","title":"Point Sampling by Boat Electrofishing: A Test of the Effort Required to Assess Fish Communities","year":2006,"lang":"en","type":"article","venue":"North American Journal of Fisheries Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of Windsor","funders":"Fisheries and Oceans Canada","keywords":"Electrofishing; Sampling (signal processing); Replicate; Statistics; Fish <Actinopterygii>; Abiotic component; Environmental science; Sample (material); Fishery; Ecology; Biology; Mathematics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008464816,0.0004252428,0.0005446193,0.000877337,0.000605408,0.0008007117,0.0010298,0.001327208,0.002225216],"category_scores_gemma":[0.01931403,0.0003045517,0.0004992475,0.0007531124,0.001199994,0.001761924,0.001172967,0.0007694209,0.0004489447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006657518,"about_ca_system_score_gemma":0.0003754769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002558576,"about_ca_topic_score_gemma":0.002798434,"domain_scores_codex":[0.9936539,0.002075515,0.0007064317,0.001410803,0.001817144,0.0003361606],"domain_scores_gemma":[0.957895,0.02399167,0.008107578,0.003407564,0.004876061,0.001722102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01072484,0.0052099,0.7413927,0.0005224154,0.0005803476,0.0002732822,0.001361825,0.004158373,0.1761352,0.0004932204,0.0003220748,0.05882573],"study_design_scores_gemma":[0.0001305914,0.01403499,0.9539688,0.00003555485,0.0001370399,0.0001761709,0.000414009,0.009615924,0.02060716,0.0002483986,0.0005889984,0.00004241049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.994642,0.0001242206,0.003689834,0.00004484737,0.00001229146,0.0001754478,0.0001640996,0.00003813541,0.001109059],"genre_scores_gemma":[0.9885538,0.00006316903,0.009101096,0.000096104,0.00002667032,0.0005500913,0.0003343634,0.00002588469,0.001248964],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008464816,"threshold_uncertainty_score":0.04476672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434591937413705,"score_gpt":0.2195025914338096,"score_spread":0.2051566720596726,"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."}}