{"id":"W6987888474","doi":"","title":"Using Multivariate Autoregressive State-Space Models to Examine Stocks of Greenland Halibut in the North Atlantic","year":2021,"lang":"en","type":"dissertation","venue":"Repositorio Institucional de la Universidad de Alicante (Universidad de Alicante)","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Halibut; Multivariate statistics; Submarine pipeline; Population; Stock (firearms); Stock assessment; Fishing","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":[0.001168375,0.0004943322,0.0003250095,0.0005676161,0.0003288325,0.0009130726,0.0005618567,0.0003681494,0.001053864],"category_scores_gemma":[0.00211575,0.000265676,0.0008434777,0.0005489335,0.0003738592,0.0004758148,0.0004824614,0.0005104447,0.0001176342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001891947,"about_ca_system_score_gemma":0.001357087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3752193,"about_ca_topic_score_gemma":0.315851,"domain_scores_codex":[0.9997423,0.00009909967,0.00001110454,0.00007118486,0.0000204092,0.00005590413],"domain_scores_gemma":[0.9992325,0.000465809,0.0001589533,0.00003073228,0.00006492252,0.00004709608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001365948,0.00008456374,0.2309975,0.00001880086,0.0003097328,0.0001016,0.0001708207,0.7566878,0.0005141022,0.002452237,0.0003694521,0.008156856],"study_design_scores_gemma":[0.00001011219,0.00003922475,0.03316899,0.000006509084,0.00003490728,0.000005415057,0.00009272299,0.9657072,0.00008384058,0.0006952872,0.0001465138,0.000009285267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928341,0.0000948279,0.006092001,0.0001348746,0.00000756004,0.00000968629,0.0002406466,0.0000332215,0.0005530582],"genre_scores_gemma":[0.9968118,0.00006806434,0.001789042,0.00001889844,0.000005902138,0.00001603269,0.0005014892,0.000006334824,0.0007823799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3752193,"threshold_uncertainty_score":0.7460705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925045713747265,"score_gpt":0.275734313650525,"score_spread":0.2564838565130523,"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."}}