{"id":"W113672753","doi":"","title":"The DAMOCLES ice buoy drift experiments 2007 and 2008","year":2009,"lang":"en","type":"article","venue":"EGUGA","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Buoy; Sea ice; Wind speed; Environmental science; Forcing (mathematics); Meteorology; Climatology; Arctic ice pack; Arctic; Geology; Oceanography; Geography","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":[0.000142921,0.00008293662,0.0000697558,0.00001367873,0.0003966737,0.00006269816,0.0001332832,0.0000335116,0.000338225],"category_scores_gemma":[0.00002191707,0.00005220752,0.00002104811,0.00005533726,0.00009825695,0.0001170427,0.000007417515,0.00008576366,0.0001161246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000169459,"about_ca_system_score_gemma":0.00001649433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002999335,"about_ca_topic_score_gemma":0.0001066245,"domain_scores_codex":[0.9993762,0.000025548,0.00008994819,0.0001337698,0.0001427605,0.0002318207],"domain_scores_gemma":[0.9996467,0.00009585134,0.00003272999,0.0001276858,0.00001282578,0.00008426845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006799069,0.00003278231,0.6250243,0.000005897895,0.00002938377,0.000033095,0.001366189,0.000156377,0.00006987464,0.00138032,0.0335568,0.338277],"study_design_scores_gemma":[0.0002356291,0.0001434389,0.8594806,0.00001045826,0.00001030293,0.00003289154,0.001009891,0.002473423,0.00004655743,0.001744498,0.1346445,0.0001678713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612828,0.002409995,0.0001098078,0.003735491,0.0005571001,0.0001395571,0.00002206337,0.00005109761,0.03169202],"genre_scores_gemma":[0.995984,0.0004338659,0.0005882984,0.001004445,0.000147456,2.652356e-7,0.0000192294,0.000001604092,0.00182081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3381091,"threshold_uncertainty_score":0.3703326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008628321223722103,"score_gpt":0.2182717198694133,"score_spread":0.2096433986456912,"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."}}