{"id":"W6925256413","doi":"10.17895/ices.pub.28311107","title":"ICES-FAO Working Group on Fishing Technology and Fish Behaviour (WGFTFB; outputs from 2024 meeting)","year":2025,"lang":"en","type":"report","venue":"Institutional Archive of Ifremer (French Research Institute for Exploitation of the Sea)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Fish <Actinopterygii>; Working group; Fishing industry; Fisheries management; Fish stock","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01208009,0.003132878,0.0009002815,0.003813762,0.001246601,0.004624634,0.002236024,0.00330762,0.06067817],"category_scores_gemma":[0.006990666,0.0005833063,0.001126833,0.003121938,0.0008570452,0.002203237,0.005383286,0.00190429,0.03244429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003834448,"about_ca_system_score_gemma":0.0174042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04813853,"about_ca_topic_score_gemma":0.01886921,"domain_scores_codex":[0.9959323,0.000729278,0.0002268791,0.0003693199,0.001414583,0.001327688],"domain_scores_gemma":[0.9902841,0.0007570822,0.0006339353,0.0006012387,0.004294389,0.003429291],"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":[0.000283549,0.00009894071,0.004416296,0.000770553,0.00002268202,0.00007026553,0.0005016293,0.0003276088,0.001006139,0.001804687,0.8659014,0.1247962],"study_design_scores_gemma":[0.00002144568,0.0000399692,0.01476663,0.0006188804,0.00001077906,0.00003342034,0.0005896097,0.000107336,0.0004114096,0.0006968357,0.982689,0.00001461247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02514596,0.03743189,0.01445092,0.06228578,0.06793996,0.004844029,0.3035879,0.002382259,0.4819314],"genre_scores_gemma":[0.06048143,0.01641669,0.02171139,0.0089246,0.005902107,0.006826148,0.3704325,0.001163797,0.5081413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06067817,"threshold_uncertainty_score":0.2029887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125276023302992,"score_gpt":0.3740305170164617,"score_spread":0.2615029146861625,"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."}}