{"id":"W2023697568","doi":"10.1029/2004eo460005","title":"An array of ice‐based observatories for Arctic studies","year":2004,"lang":"en","type":"article","venue":"Eos","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Office of Polar Programs; National Science Foundation","keywords":"Arctic; The arctic; Bay; Climate change; Oceanography; Sea ice; Environmental science; Physical geography; Climatology; Geography; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001510856,0.00008863846,0.0001570828,0.00001826569,0.0001235515,0.0000108395,0.0001292656,0.00003219111,0.00007076722],"category_scores_gemma":[0.0001281608,0.00006918501,0.00005080958,0.00009097968,0.0001342162,0.0001555453,0.000002224358,0.00004951775,0.00001072668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006351459,"about_ca_system_score_gemma":0.00007577592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005540862,"about_ca_topic_score_gemma":0.000892583,"domain_scores_codex":[0.9993842,0.00001618791,0.0001512901,0.0001400838,0.0001287117,0.0001794975],"domain_scores_gemma":[0.9994374,0.0002180189,0.00004779919,0.0001486145,0.00008970274,0.0000584728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001361267,0.00008572665,0.960907,0.000359637,0.0000896273,0.000005258277,0.002745991,0.0238198,0.0004454954,0.002089294,0.00003747952,0.009278603],"study_design_scores_gemma":[0.002566643,0.002681182,0.9012028,0.0002894963,0.000209395,0.00001043468,0.01332248,0.01167058,0.006454413,0.05642608,0.004351624,0.0008148704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868948,0.0002366957,0.01141811,0.0005546823,0.0003715848,0.0001955479,0.00008113126,0.00003312058,0.000214325],"genre_scores_gemma":[0.9814883,0.00002248455,0.01796759,0.000319532,0.00009849479,0.000002254623,0.00006385142,0.000003092022,0.000034395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05970415,"threshold_uncertainty_score":0.2821283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04229997461397578,"score_gpt":0.278896299497315,"score_spread":0.2365963248833392,"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."}}