{"id":"W4401978080","doi":"10.1071/mf23182","title":"First insights into the vertical habitat use of young porbeagles in the north-western Atlantic with implications for bycatch reduction strategies","year":2024,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atlantic Industries (Canada); Bedford Institute of Oceanography","funders":"University of New England","keywords":"Bycatch; Fishery; Oceanography; Estuary; Habitat; Reduction (mathematics); Biology; Geography; Ecology; Fishing; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004995826,0.00009170143,0.00009840271,0.00008599528,0.0002748499,0.0003896329,0.000303451,0.00003871625,0.0001240224],"category_scores_gemma":[0.00003886614,0.00004362788,0.00002617832,0.0005209026,0.0007096117,0.0003810026,0.0004428049,0.0003033467,0.00001007614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000426858,"about_ca_system_score_gemma":0.0000300941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02846691,"about_ca_topic_score_gemma":0.4124401,"domain_scores_codex":[0.9987591,0.0001207636,0.0001733964,0.0002783705,0.0003627721,0.0003056241],"domain_scores_gemma":[0.9992186,0.0003579882,0.000008685483,0.0003301591,0.00003819588,0.00004636759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001064145,0.00006307827,0.985853,0.00009734283,0.00001607028,0.00001071685,0.005476681,0.0000355839,0.0003419031,0.001259475,0.001764553,0.004975164],"study_design_scores_gemma":[0.0002226614,0.0004339404,0.8656147,0.0000218348,0.00001266184,0.00004190171,0.001737374,0.003534932,0.0001181796,0.005626115,0.1225117,0.0001239696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905466,0.00002764091,0.0001416718,0.006340601,0.00001607862,0.0005916927,0.000004039633,0.00001046108,0.002321209],"genre_scores_gemma":[0.9984433,0.0002306346,0.0001669807,0.00001866911,0.0000420921,0.0002651512,0.00003643144,0.00001201105,0.0007847398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3839732,"threshold_uncertainty_score":0.9780026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05425894427098566,"score_gpt":0.3077004654745077,"score_spread":0.2534415212035221,"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."}}