{"id":"W6944302606","doi":"10.17895/ices.pub.19260065","title":"Report of the Working Group on the Eventual Establishment of an ICES ADP System for Fishery Statistics","year":2023,"lang":"en","type":"report","venue":"International Council for the Exploration of the Sea (ICES)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vetting; Work (physics); North sea; Test (biology); Coding (social sciences); Quarter (Canadian coin); Production (economics); Set (abstract data type)","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":[0.07000719,0.001034396,0.001285615,0.005177966,0.002219625,0.005745121,0.004102802,0.00241668,0.02756461],"category_scores_gemma":[0.09199764,0.001187084,0.000846953,0.005486438,0.001392092,0.003178292,0.002795952,0.003494103,0.0232459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005099097,"about_ca_system_score_gemma":0.04197651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06423391,"about_ca_topic_score_gemma":0.0410056,"domain_scores_codex":[0.9647093,0.01229787,0.004105166,0.001875554,0.01572986,0.001282147],"domain_scores_gemma":[0.8429278,0.03406481,0.005441406,0.01912376,0.09167796,0.006764222],"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":[0.0001526879,0.0001737202,0.008050003,0.0002514799,0.00001590689,0.00008333851,0.0003460246,0.001028083,0.0007386612,0.02286251,0.8942778,0.07201977],"study_design_scores_gemma":[0.00007441726,0.0001269499,0.01710417,0.0002670659,0.00002104624,0.00008989577,0.0002233015,0.002060071,0.00122875,0.003270512,0.9754895,0.00004443547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01453034,0.001898217,0.2193103,0.03624004,0.0161742,0.01699859,0.2723315,0.009240254,0.4132766],"genre_scores_gemma":[0.0275579,0.001457342,0.3678526,0.004976221,0.003267928,0.01537488,0.2284181,0.004044487,0.3470505],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07000719,"threshold_uncertainty_score":0.3702378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3536674639665148,"score_gpt":0.3337195128279219,"score_spread":0.01994795113859282,"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."}}