{"id":"W4408170535","doi":"10.1080/23308249.2025.2471085","title":"Spatial and Temporal Size Distribution of Swordfish ( <i>Xiphias gladius</i> ) in the Atlantic Ocean: Implications for Conservation and Management","year":2025,"lang":"en","type":"article","venue":"Reviews in Fisheries Science & Aquaculture","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"European Social Fund; Fundação para a Ciência e a Tecnologia","keywords":"Swordfish; Fishery; Environmental science; Geography; Biology; Tuna; Fish <Actinopterygii>","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002748574,0.00007111693,0.00009434955,0.0006630898,0.00008446375,0.000201864,0.0001135065,0.0001162589,0.0006300465],"category_scores_gemma":[0.0006080942,0.00005995107,0.0001474228,0.0006064051,0.0001939711,0.0002020229,0.0001656536,0.00007909421,0.0001289268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373509,"about_ca_system_score_gemma":0.0001892367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02294829,"about_ca_topic_score_gemma":0.04470538,"domain_scores_codex":[0.9999086,0.00001059834,0.00001257879,0.00003441607,0.00001823836,0.00001549921],"domain_scores_gemma":[0.9995827,0.00008543688,0.0001884838,0.00001798961,0.00009673163,0.00002860347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006088908,0.000006569383,0.9747985,0.00009147484,0.00003690311,0.0001080771,0.0003290026,0.0001830871,0.002827696,0.000055648,0.0002251896,0.02127701],"study_design_scores_gemma":[4.346065e-7,0.0000121817,0.9992669,0.000009343856,0.000006471541,0.0000568098,0.0001915461,0.0000674644,0.00007201073,0.00001326209,0.0003019565,0.000001690529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9970216,0.001749215,0.0001497629,0.00005618449,0.000003754557,0.000002031444,0.0004194719,0.000004376197,0.000593553],"genre_scores_gemma":[0.997738,0.001157844,0.0001698782,0.0000212351,0.000007929577,0.000003816558,0.0004971015,0.00000244197,0.0004017047],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02294829,"threshold_uncertainty_score":0.04562944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253531132851788,"score_gpt":0.286549599890954,"score_spread":0.2611964866057752,"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."}}