{"id":"W7095982120","doi":"","title":"10 Effect of Wetland Quality on Sampling Bias Associated with Two Fish Survey Methods for Coastal Wetlands of the Lower Great Lakes","year":2014,"lang":"en","type":"article","venue":"","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Habitat; Water quality; Sampling (signal processing); Fish <Actinopterygii>; Wetland conservation; Agency (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1237313,0.0006241266,0.00061522,0.001479996,0.001090123,0.001312703,0.001321064,0.001271474,0.001513738],"category_scores_gemma":[0.2247618,0.0006340106,0.001685713,0.001231194,0.002001328,0.0007791585,0.001535305,0.001057621,0.0005155464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001616167,"about_ca_system_score_gemma":0.001020917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145433,"about_ca_topic_score_gemma":0.02493971,"domain_scores_codex":[0.8255692,0.1330749,0.01158335,0.01217168,0.01566175,0.001939314],"domain_scores_gemma":[0.5157071,0.3924894,0.04167558,0.02451868,0.02234697,0.003262207],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002319964,0.0001554477,0.9653181,0.0001396803,0.001208057,0.0001490338,0.001430902,0.000780325,0.003273661,0.0002592363,0.0008549116,0.02411059],"study_design_scores_gemma":[0.0001139343,0.001250781,0.9864957,0.00007828151,0.0006069436,0.0004205278,0.0004351738,0.005744788,0.003021134,0.0002533623,0.001523412,0.00005608219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557023,0.002022905,0.03493066,0.0008583832,0.0007699584,0.0006103414,0.0005116549,0.0001630542,0.004430771],"genre_scores_gemma":[0.9827551,0.0001768483,0.01409143,0.0009191695,0.0001168837,0.0002687201,0.0003293373,0.00009313272,0.001249369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9885457,"threshold_uncertainty_score":0.6543617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06254782628164711,"score_gpt":0.3499384610095834,"score_spread":0.2873906347279363,"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."}}