{"id":"W2182080989","doi":"10.22215/etd/2011-06828","title":"Occurrence and mitigation of freshwater turtle bycatch and mortality associated with inland commercial hoop net fisheries","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Carleton University; Library and Archives Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University; Canadian Wildlife Federation; Ministry of Natural Resources; World Wildlife Fund","keywords":"Bycatch; Fishery; Turtle (robot); Geography; Environmental science; Fish <Actinopterygii>; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001102705,0.0001377209,0.0001783564,0.00001589285,0.00007244905,0.00001333884,0.00006441559,0.0002220553,0.000567463],"category_scores_gemma":[0.00002588259,0.0001036674,0.00001363465,0.00006084259,0.000239762,0.000145006,0.00002499963,0.000112509,0.0000049914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001192377,"about_ca_system_score_gemma":0.0000127186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001691702,"about_ca_topic_score_gemma":0.03141763,"domain_scores_codex":[0.9993496,0.0000552855,0.0001637032,0.0002235429,0.0001039737,0.0001039198],"domain_scores_gemma":[0.9996424,0.00003640395,0.0001714968,0.00009551344,0.00001869946,0.00003542739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006585207,0.00002445055,0.9947702,0.00001838752,0.00002664082,5.596717e-7,0.0007744118,2.111792e-7,0.0003254118,0.00002502055,0.002604543,0.001364258],"study_design_scores_gemma":[0.0001914586,0.00008375088,0.9967249,0.00002885894,0.00005329389,7.628565e-7,0.0001386403,0.0000142426,0.001661527,0.0005278747,0.0004340419,0.0001406296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953523,0.00004258952,0.000004401593,0.00003119314,0.00007823141,0.0001491132,0.0001546457,0.00001416893,0.004173407],"genre_scores_gemma":[0.9961364,0.00003411347,0.00007411712,0.00009137271,0.000007161856,0.00001499687,0.002297824,0.000004289388,0.001339709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02972593,"threshold_uncertainty_score":0.9862565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571721020526486,"score_gpt":0.2234365832315551,"score_spread":0.2077193730262903,"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."}}