{"id":"W6944539055","doi":"10.18739/a21n7xp19","title":"Sea ice drift tracks from the Distributed Network of autonomous buoys deployed during the Multidisciplinary drifting Observatory for the Study of Arctic Climate (MOSAiC) expedition 2019 - 2021","year":2022,"lang":"en","type":"dataset","venue":"Huddersfield Research Portal (University of Huddersfield)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Observatory; Sea ice; Global Positioning System; Arctic; Buoy; The arctic","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004730124,0.0006846903,0.001210006,0.0002762157,0.00427795,0.0000913031,0.004421631,0.0006622481,0.1840263],"category_scores_gemma":[0.0008658549,0.0005357793,0.0008341308,0.001538778,0.001460732,0.000466122,0.00324142,0.003947195,0.00001751296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006104679,"about_ca_system_score_gemma":0.0007211114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03216551,"about_ca_topic_score_gemma":0.02401206,"domain_scores_codex":[0.9914796,0.002040087,0.001128564,0.001216043,0.002650113,0.001485625],"domain_scores_gemma":[0.9843149,0.009592159,0.001846757,0.002993208,0.001036852,0.0002161129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00168909,0.00114647,0.002873593,0.0004827922,0.00168115,0.0002209201,0.005684969,0.00304817,0.0001210664,0.00002044018,0.9829084,0.0001229362],"study_design_scores_gemma":[0.002941647,0.0009960613,0.002147595,0.0003170109,0.001120525,0.00001044363,0.9873147,0.000698604,0.00004579032,0.00008580683,0.003795379,0.0005264222],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02231796,0.001639039,0.0001177788,0.001239741,0.0009245639,0.006597296,0.9661358,0.00007647696,0.000951379],"genre_scores_gemma":[0.6047216,0.0009129737,0.00008497766,0.00003122397,0.0005063876,0.0000829764,0.3934415,0.0001117294,0.0001066155],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9816297,"threshold_uncertainty_score":0.9997094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05650071079973464,"score_gpt":0.3059655883140819,"score_spread":0.2494648775143473,"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."}}