{"id":"W4394804093","doi":"10.1002/naaq.10343","title":"Issue Information","year":2024,"lang":"en","type":"paratext","venue":"North American Journal of Aquaculture","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"California Department of Fish and Wildlife; Dalhousie University; Commonwealth Scientific and Industrial Research Organisation; Washington Department of Fish and Wildlife; Universidad del Atlántico; Florida Atlantic University; U.S. Department of Agriculture","keywords":"Biology; Computational biology; Zoology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009348409,0.001036295,0.001104337,0.003342383,0.001571622,0.005649251,0.001452356,0.002057534,0.8693911],"category_scores_gemma":[0.00586005,0.0004367474,0.0005783717,0.003740783,0.0003690953,0.00341669,0.001673627,0.001764541,0.8279155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024715,"about_ca_system_score_gemma":0.001933986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480313,"about_ca_topic_score_gemma":0.004446895,"domain_scores_codex":[0.9990506,0.00008642993,0.00007082652,0.000110537,0.0005786768,0.0001029465],"domain_scores_gemma":[0.9955977,0.0005093093,0.0001510777,0.0002962948,0.002520686,0.0009249546],"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":[0.000009018342,0.00001156779,0.00002372561,0.00007745298,4.855721e-7,0.00001021799,0.000006948395,0.0000105377,0.00005003631,0.0003657385,0.9816642,0.01777003],"study_design_scores_gemma":[0.00000728048,0.00000894839,0.0001721256,0.00006405286,8.236684e-7,0.00001451596,0.00002089501,0.00001710315,0.00003428205,0.0002378135,0.9994193,0.000002809644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00025467,0.0008682819,0.0005534595,0.004812832,0.01930188,0.0004737822,0.01862968,0.001459491,0.9536459],"genre_scores_gemma":[0.0005976085,0.000658968,0.0002870574,0.001569658,0.002294887,0.0001242931,0.008529945,0.0003380422,0.9855996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1306089,"threshold_uncertainty_score":0.1862977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006303133446135852,"score_gpt":0.2495276541947277,"score_spread":0.2432245207485919,"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."}}