{"id":"W2738533786","doi":"","title":"GLM standardisation of recent commercial CPUE data for Greenland halibut for Canada, Portugal and Spain which allows for finer spatial stratification.","year":2009,"lang":"en","type":"article","venue":"Open University of Cape Town (University of Cape Town)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Halibut; Stratification (seeds); Geography; Oceanography; Commercial fishing; Fishery; Physical geography; Climatology; Geology; Fishing; Fish <Actinopterygii>","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000485351,0.0001361403,0.0003640642,0.00004433653,0.0002927474,0.00001310032,0.000794625,0.0001104257,0.001644507],"category_scores_gemma":[0.00003963454,0.0001608815,0.00005736423,0.0001408739,0.0001609959,0.0004611055,0.0002669808,0.00006933926,5.29081e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001328544,"about_ca_system_score_gemma":0.0002889097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1932043,"about_ca_topic_score_gemma":0.5393109,"domain_scores_codex":[0.998936,0.00004945095,0.0001817034,0.0003750333,0.0002562298,0.0002015977],"domain_scores_gemma":[0.998856,0.000120875,0.0003538915,0.0003927397,0.0001522483,0.0001242574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01917695,0.00146784,0.01412579,0.0005864775,0.001180822,0.00002362404,0.01048344,0.008891311,0.02088469,0.006547154,0.346273,0.5703589],"study_design_scores_gemma":[0.01694166,0.00253066,0.1156075,0.0001266158,0.001239772,0.000005960074,0.01398331,0.05363917,0.001109422,0.00177596,0.7918585,0.001181444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8065271,0.0001339288,0.1254606,0.01668715,0.0002956517,0.006675342,0.01198528,0.00002695597,0.03220794],"genre_scores_gemma":[0.9781272,0.0001884646,0.01633893,0.00006915843,0.00002479338,3.114363e-7,0.001568106,0.00001002673,0.003672963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5691774,"threshold_uncertainty_score":0.9992681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885713006318646,"score_gpt":0.2312697127460715,"score_spread":0.202412582682885,"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."}}