{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002013093,0.0003459545,0.0003786262,0.000641843,0.001847488,0.0009360986,0.0005143025,0.0004698155,0.0009786278],"category_scores_gemma":[0.000423968,0.0002731065,0.0003825254,0.001654797,0.0005437298,0.0003430441,0.0004302438,0.0004308053,0.0001856112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009075208,"about_ca_system_score_gemma":0.006056879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9820836,"about_ca_topic_score_gemma":0.9937822,"domain_scores_codex":[0.9998217,0.000008110444,0.000007527623,0.00004394659,0.00005052556,0.00006817482],"domain_scores_gemma":[0.9995576,0.0000249911,0.00004707278,0.00001454624,0.0002343689,0.0001214157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003708309,0.00003371117,0.9868754,0.00005207484,0.0001260711,0.0001615535,0.001303595,0.0003975092,0.003313324,0.00008263096,0.00153646,0.005746755],"study_design_scores_gemma":[0.000001392858,0.000005085529,0.9990946,0.000003476573,0.000007297769,0.00001170863,0.0003310359,0.00007596854,0.00005264456,0.000002913614,0.0004100467,0.000003830698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959615,0.0002427818,0.00003964366,0.00006681244,0.000009411204,0.000006944233,0.002269539,0.000007101585,0.001396358],"genre_scores_gemma":[0.9966819,0.0001470161,0.0001122251,0.00006842239,0.000004610275,0.000006303904,0.001843693,0.000005232463,0.00113058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01791644,"threshold_uncertainty_score":0.06584555,"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."}}