{"id":"W4320527576","doi":"10.1016/j.fishres.2023.106618","title":"Using a horizontal-separator panel in an Australian fish trawl to quantify species-specific changes in vertical orientations during capture","year":2023,"lang":"en","type":"article","venue":"Fisheries Research","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Australian Fisheries Management Authority; NSW Department of Primary Industries; Fisheries Research and Development Corporation; Australian Government; Canadian Thoracic Society","keywords":"Fishery; Whiting; Bycatch; Environmental science; Fish <Actinopterygii>; Biology","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":[0.0005504417,0.0001274719,0.0001789626,0.0002762068,0.0002149864,0.00005547027,0.0003240836,0.0001849049,0.003131394],"category_scores_gemma":[0.0001230937,0.0001272568,0.00002302795,0.00163933,0.0004163065,0.0002134056,0.0003799486,0.0004811439,0.0005315506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000352048,"about_ca_system_score_gemma":0.00002660514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117915,"about_ca_topic_score_gemma":0.07594576,"domain_scores_codex":[0.9978539,0.0003161015,0.0001972569,0.0004747288,0.0003137274,0.0008442866],"domain_scores_gemma":[0.9994445,0.00009134913,0.00000970552,0.0002671627,0.00001654701,0.0001707293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002908593,0.0001156494,0.8635651,0.00001671474,0.000004089823,0.0003608239,0.004951731,0.0001862662,0.1236303,0.0002206525,0.006304069,0.0003537166],"study_design_scores_gemma":[0.0002887703,0.0001992848,0.9679433,0.000009313647,9.8354e-7,0.00000858609,0.003091051,0.0001195497,0.003285384,0.00007277359,0.02483461,0.000146369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945356,0.000002683329,0.000002371351,0.002896434,0.0001753466,0.0003442893,0.0000227099,0.00003921957,0.00198141],"genre_scores_gemma":[0.9966729,0.00002861018,0.0001333824,0.00006539471,0.00008494336,0.00009268282,0.00004648907,0.00001664804,0.002858894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1203449,"threshold_uncertainty_score":0.9977799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2624004501991161,"score_gpt":0.4003639851766773,"score_spread":0.1379635349775611,"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."}}