{"id":"W3107042669","doi":"10.22621/cfn.v134i3.2437","title":"Freshwater turtle by-catch from angling in New Brunswick, Canada","year":2020,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Fonds en Fiducie pour la Faune du Nouveau-Brunswick","keywords":"Turtle (robot); Chelydra; Painted turtle; Fishing; Recreation; Fishery; Threatened species; Geography; Bycatch; Recreational fishing; Population; Catch and release; Ecology; Biology; Demography; Habitat","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005169284,0.00008940638,0.00008054873,0.000007751804,0.000128126,0.00002777238,0.0003327243,0.0001064125,0.006504829],"category_scores_gemma":[0.00006538936,0.00006800599,0.0000184287,0.0001250399,0.0000413712,0.00006745726,0.00003997998,0.000277647,0.0002342215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725298,"about_ca_system_score_gemma":0.0007214037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997371,"about_ca_topic_score_gemma":0.9999931,"domain_scores_codex":[0.9993121,0.00004389473,0.0001082894,0.0002043457,0.00009302341,0.0002383698],"domain_scores_gemma":[0.9994962,0.000070799,0.00002605978,0.0001660389,0.000003334551,0.000237539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001369471,0.000001338418,0.1413841,8.41343e-7,0.000006092672,0.00002622153,0.0005694337,0.00004205427,0.0006433252,0.0001597157,0.8558808,0.001272385],"study_design_scores_gemma":[0.0002114829,0.000009606611,0.149377,0.000005876459,0.000007766185,0.000001677867,0.0001243795,0.0005301742,0.002461836,0.0004552939,0.8466138,0.0002010241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7950093,0.0001514466,0.000004280962,0.1985147,0.0002473834,0.0001097166,0.0000546231,0.00001175968,0.005896837],"genre_scores_gemma":[0.9384489,0.000003447068,0.00004933547,0.05766996,0.00009767639,0.000001051606,0.00007927977,0.000005599983,0.003644731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1434397,"threshold_uncertainty_score":0.9944034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139241591354244,"score_gpt":0.187832072508519,"score_spread":0.1764396565949766,"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."}}