{"id":"W4378761650","doi":"10.5194/bg-10-2761-201310.5194/bgd-9-15567-2012","title":"UV/PAR radiation and DOM properties in surface coastal waters of the Canadian shelf of the Beaufort Sea during summer 2009","year":2013,"lang":"en","type":"article","venue":"HAL AMU","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Beaufort sea; Oceanography; Environmental science; Beaufort scale; Geology; Sea ice","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":[],"consensus_categories":[],"category_scores_codex":[0.0001006367,0.00005537239,0.00008493161,0.00002107882,0.00008475643,0.00002153241,0.0001066289,0.00002762963,0.0001581165],"category_scores_gemma":[0.000008570728,0.00002796315,0.00002197926,0.00008618497,0.00006142508,0.0001101616,0.00001785687,0.00005715844,0.000007974189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003695963,"about_ca_system_score_gemma":0.00006409656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.896254,"about_ca_topic_score_gemma":0.9532319,"domain_scores_codex":[0.9994847,0.00004443623,0.0001338576,0.00007663037,0.0001163671,0.000144032],"domain_scores_gemma":[0.9997773,0.000009674296,0.00004605889,0.00009786008,0.00002053903,0.00004856885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003468724,0.00000250896,0.9970834,0.00003086242,0.000004024685,3.703131e-7,0.0003147705,0.0009859909,0.000169301,0.000002967049,0.00009013408,0.00131219],"study_design_scores_gemma":[0.0001020417,0.00001166033,0.9938577,0.00002479651,0.000002738659,0.000002972143,0.0001729515,0.002255595,0.003111056,0.00001373855,0.0004017721,0.00004292777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958312,0.00009338486,7.473533e-8,0.0003793273,0.00009357074,0.0001980409,0.00004999563,0.000002152461,0.003352263],"genre_scores_gemma":[0.9993487,0.000009554215,0.000003685344,0.00003433441,0.00001394325,7.732648e-7,0.000006236341,0.000001458942,0.0005813008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05697792,"threshold_uncertainty_score":0.1731265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007995773899833556,"score_gpt":0.1503188651532254,"score_spread":0.1423230912533919,"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."}}