{"id":"W4306827117","doi":"10.1016/j.marpolbul.2022.114240","title":"Possible link between derelict fishing gear and sea turtle strandings in coastal areas","year":2022,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ministry of Oceans and Fisheries; North Pacific Marine Science Organization","keywords":"Fishing; Fishery; Recreational fishing; Turtle (robot); Geography; Sea turtle; Oceanography; Biology; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032084,0.00008441223,0.00009469369,0.00003871929,0.000240767,0.00001985067,0.0001005549,0.0000495824,0.008218708],"category_scores_gemma":[0.00002873516,0.00008923388,0.0000217314,0.0001432239,0.00007623889,0.00004793908,0.0004528137,0.0002234788,0.00009044039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009317254,"about_ca_system_score_gemma":0.000008136063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00480524,"about_ca_topic_score_gemma":0.0005911637,"domain_scores_codex":[0.9992193,0.00009669051,0.0001480484,0.0002190366,0.0001304241,0.0001864785],"domain_scores_gemma":[0.9997767,0.00003583958,0.00005021261,0.00008741578,0.000002324369,0.0000474997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004249416,0.00001537503,0.9805663,0.000002692223,0.000003807465,0.000006319806,0.0001383117,0.0001692007,0.0002466102,0.0001055076,0.003128244,0.01557515],"study_design_scores_gemma":[0.0003976952,0.00005749764,0.8840619,0.000002453555,0.000005085315,0.00001311695,0.00007373826,0.0002149016,0.00009130096,0.0005940467,0.1143913,0.00009701068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747089,0.00001752353,0.00007184799,0.01997465,0.00005209809,0.0001192935,0.00003995261,0.00003199229,0.00498372],"genre_scores_gemma":[0.9970472,0.000007780829,0.0002165852,0.0006391046,0.0000553129,0.00001878773,0.00009434066,0.000006776591,0.001914134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.111263,"threshold_uncertainty_score":0.9926879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034377430060031,"score_gpt":0.2044964377907149,"score_spread":0.1941526634901145,"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."}}