{"id":"W7056109389","doi":"","title":"Draft Tuna Assessment Research Plan (TARP) for ‘key’ tuna species assessments in the WCPO, 2023-2026","year":2023,"lang":"en","type":"article","venue":"Pacific Community (SPC) Oceanic Fisheries Programme (The Pacific Community (SPC))","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tuna; European commission; Plan (archaeology); Commission; Fishing; Fisheries Research; Fish <Actinopterygii>; Nova scotia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02761273,0.001093586,0.001206938,0.0008268705,0.009161493,0.002439462,0.00754897,0.0003156796,0.0162916],"category_scores_gemma":[0.0007030996,0.000872682,0.0006600966,0.004301911,0.002266269,0.0003184222,0.004626055,0.0106499,0.0003206901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003393592,"about_ca_system_score_gemma":0.0008689221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0193411,"about_ca_topic_score_gemma":0.008601059,"domain_scores_codex":[0.9742435,0.01735633,0.001676484,0.0007969356,0.002718637,0.003208117],"domain_scores_gemma":[0.9775403,0.01368507,0.0004971877,0.006883353,0.0009300081,0.0004640671],"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":[0.0007384387,0.008910525,0.1028309,0.001160114,0.0009826728,0.00004561968,0.09911834,0.0000175007,0.001040173,0.01232804,0.4168716,0.355956],"study_design_scores_gemma":[0.001723715,0.001024907,0.04219596,0.0001777071,0.00007085694,0.000006363102,0.4205439,0.001894807,0.00005410382,0.005012144,0.5266057,0.0006898157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3939871,0.0002158025,0.0005351094,0.02022298,0.00116518,0.01051677,0.001188443,0.0006118242,0.5715568],"genre_scores_gemma":[0.9688219,0.0002379675,0.0004300138,0.0001089073,0.0003302979,0.0027104,0.003210394,0.0001591087,0.02399102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5748348,"threshold_uncertainty_score":0.9993724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1577277343631889,"score_gpt":0.3777889632190445,"score_spread":0.2200612288558556,"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."}}