{"id":"W1982136576","doi":"10.1109/oceans.2014.7003184","title":"Drop chain footgear: A new approach to environmentally friendly inshore Northern shrimp fishery in Newfoundland and Labrador, Canada","year":2014,"lang":"en","type":"article","venue":"","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vónin (Canada); Memorial University of Newfoundland","funders":"Memorial University of Newfoundland; Research and Development Corporation of Newfoundland and Labrador","keywords":"Shrimp; Fishery; Environmental science; Crangon crangon; Bycatch; Oceanography; Fishing; Crustacean; Geology; Biology; Decapoda","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":[0.000193168,0.0003092961,0.0001554979,0.0004008309,0.0009607679,0.0005556115,0.0004991916,0.0001711735,0.001874803],"category_scores_gemma":[0.0001546001,0.0001060624,0.0001973001,0.0003772846,0.0003531307,0.0002734838,0.000366654,0.0002451191,0.0001711425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005068987,"about_ca_system_score_gemma":0.004783249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7687378,"about_ca_topic_score_gemma":0.9581404,"domain_scores_codex":[0.9998394,0.00001021406,0.000004996798,0.00003074808,0.0000596254,0.00005500996],"domain_scores_gemma":[0.9998335,0.000007555934,0.00002218602,0.000005500189,0.00006883113,0.00006256427],"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":[0.002612305,0.002149587,0.5049455,0.0005810793,0.0002022742,0.002011875,0.001425272,0.004093902,0.2203523,0.000680108,0.003074081,0.2578717],"study_design_scores_gemma":[0.0000747978,0.005549761,0.9576653,0.00007080956,0.0001184666,0.000365815,0.00249242,0.001874743,0.01660979,0.00004607996,0.01509531,0.00003678369],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960474,0.0002284532,0.0005157194,0.00008666544,0.00001090028,0.00008821872,0.0001994226,0.00001729222,0.002805915],"genre_scores_gemma":[0.9803909,0.001077905,0.004586191,0.000173446,0.000008272375,0.00005857732,0.0006989618,0.000008774009,0.01299699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2312622,"threshold_uncertainty_score":0.4652483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007277060244576337,"score_gpt":0.1894960467948646,"score_spread":0.1822189865502883,"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."}}