{"id":"W6912986327","doi":"10.5285/e2921d09-975c-4236-8acf-039d7462762e","title":"CTD fluorescence and faecal pellet data from the Ecosystems Western Core Box and Moorings cruise to the Scotia Sea, Southern Ocean (JR304)","year":2018,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CTD; Mesopelagic zone; Zooplankton; Cruise; Nova scotia; Sampling (signal processing); Pellet; Gelatinous zooplankton","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":[0.0008499533,0.001568258,0.0008312981,0.003556836,0.0005587696,0.001005867,0.001396529,0.0008876844,0.01334077],"category_scores_gemma":[0.00211353,0.0005579298,0.0007357537,0.004871815,0.000288801,0.0004375725,0.001174707,0.0008320137,0.01151166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408775,"about_ca_system_score_gemma":0.002003384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2171175,"about_ca_topic_score_gemma":0.3021682,"domain_scores_codex":[0.9993536,0.00004825115,0.00006787484,0.0001810545,0.0002214726,0.0001276978],"domain_scores_gemma":[0.9983271,0.0001660335,0.0003385182,0.0002952565,0.0007139794,0.0001592324],"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":[0.0003953108,0.00009055414,0.06428997,0.001327987,0.0003336915,0.0003143986,0.0002364864,0.003131952,0.001719577,0.0006007975,0.9184029,0.009156439],"study_design_scores_gemma":[0.0002285601,0.00003853555,0.2591162,0.0004088967,0.0001202095,0.0001314259,0.0003170197,0.001193409,0.001015272,0.0004052561,0.7369584,0.00006677435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003659236,0.00005358443,0.00007371661,0.00002465597,0.00001690598,0.000009562807,0.9955443,0.00008077931,0.0005373226],"genre_scores_gemma":[0.004074765,0.00003685478,0.0002537011,0.00001043875,0.000005676701,0.00004180776,0.9944398,0.00003465499,0.001102266],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2171175,"threshold_uncertainty_score":0.4317075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05053191256247701,"score_gpt":0.263474776323997,"score_spread":0.21294286376152,"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."}}