{"id":"W2514102982","doi":"10.1139/cjfas-2015-0568","title":"Improving escape panel selectivity in <i>Nephrops</i>-directed fisheries by actively stimulating fish behavior","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishery; Fishing; Fish <Actinopterygii>; Nephrops norvegicus; Biology; Environmental science; Crustacean; Decapoda","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001718656,0.0002649803,0.0002674407,0.0001433048,0.0001351181,0.0002293717,0.0003136966,0.0001907984,0.0005177043],"category_scores_gemma":[0.0002697038,0.000186088,0.000226109,0.00006736477,0.0002034737,0.0002902389,0.0004660015,0.0001885535,0.0001200169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424743,"about_ca_system_score_gemma":0.0002480004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966282,"about_ca_topic_score_gemma":0.00563891,"domain_scores_codex":[0.9998983,0.00001088476,0.000007314346,0.00003295805,0.00002725775,0.0000232169],"domain_scores_gemma":[0.9998609,0.00003065776,0.00004149628,0.00001203344,0.00002499277,0.00002989025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001359462,0.00003733522,0.005797184,0.00004084603,0.00001183346,0.00003597571,0.0000359739,0.0009165775,0.9865327,0.00002526264,0.00001839265,0.006411946],"study_design_scores_gemma":[0.00006195909,0.002308215,0.2407631,0.00001878807,0.0001133473,0.000374357,0.0001607606,0.05331961,0.7016268,0.0001319541,0.001065736,0.00005526202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952937,0.00004490077,0.004390023,0.000007351389,0.000003139774,0.00001115947,0.00001385181,0.00002574132,0.0002102578],"genre_scores_gemma":[0.9915507,0.00006797379,0.007749212,0.00002098849,0.000002673795,0.00002147944,0.00002917002,0.00001251252,0.0005452862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001966282,"threshold_uncertainty_score":0.003909707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240769241146682,"score_gpt":0.2315952461059881,"score_spread":0.2075183219913199,"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."}}