{"id":"W6912851410","doi":"10.5285/4014370f-8eb2-492b-a5f3-6dc68bf12c1e","title":"Macronutrient, temperature and salinity measurements made around the island of South Georgia and the wider Scotia Sea, the Antarctic Peninsula, and in the Bellingshausen Sea between 1980 and 2009","year":2022,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Submarine pipeline; Salinity; Ecosystem; Marine research; Seawater; Marine ecosystem","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":[0.0002312419,0.000333125,0.0002048389,0.00105075,0.0006336253,0.000382813,0.0003395073,0.0001711502,0.001024417],"category_scores_gemma":[0.0003705563,0.0002205801,0.0002054615,0.00145799,0.0003062229,0.0002002081,0.0005886153,0.0002351739,0.0005256708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393416,"about_ca_system_score_gemma":0.001507527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3965667,"about_ca_topic_score_gemma":0.7853966,"domain_scores_codex":[0.9998357,0.0000117904,0.00001417484,0.00005271598,0.00005863767,0.00002695521],"domain_scores_gemma":[0.9994903,0.00001923044,0.000148598,0.00003420757,0.0002193149,0.00008836213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001521887,0.00002708394,0.979812,0.0000760539,0.00004550599,0.0003389182,0.001296888,0.00042242,0.008279206,0.00005316547,0.001547558,0.007949119],"study_design_scores_gemma":[0.000001519262,0.00001274572,0.9986466,0.000005937164,0.000003702549,0.00001922575,0.0001938742,0.00005142562,0.0001422315,0.000003990587,0.000916354,0.000002359178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9880535,0.000149401,0.000162495,0.00003350001,0.00001300027,0.00006555506,0.006724731,0.00001435462,0.004783483],"genre_scores_gemma":[0.9833382,0.0003219982,0.00187255,0.00006892659,0.00001035164,0.0001080802,0.00831039,0.00001190805,0.005957706],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.3965667,"threshold_uncertainty_score":0.7885168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0340142418361945,"score_gpt":0.2487477240153634,"score_spread":0.2147334821791688,"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."}}