{"id":"W6925767010","doi":"10.18739/a2319s38k","title":"Warming and Radiance Measurement (WARM) buoys deployed in Beaufort Shelf and Canada Basin, Arctic Ocean. 2017","year":2017,"lang":"en","type":"dataset","venue":"California Digital Library","topic":"Environmental Science and Water Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Buoy; Sea ice; Arctic ice pack; Radiance; Phytoplankton; Arctic sea ice decline; Climate change","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":[0.0004148894,0.0004646589,0.000204621,0.0007900794,0.001078199,0.0004446931,0.0004494296,0.0002523929,0.001589202],"category_scores_gemma":[0.0003679161,0.0001745789,0.000188158,0.0009220708,0.000318581,0.0002561368,0.0004600789,0.0002988253,0.0006943819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002167812,"about_ca_system_score_gemma":0.004215778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7427805,"about_ca_topic_score_gemma":0.8790714,"domain_scores_codex":[0.9996227,0.00001544752,0.000007809142,0.000056553,0.0002285047,0.00006883014],"domain_scores_gemma":[0.9996124,0.000009478441,0.00002758109,0.00001637,0.0002649703,0.00006919623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001689624,0.0001845065,0.5831447,0.0002944899,0.0001290566,0.001283096,0.00200089,0.01148845,0.07716368,0.001709586,0.08340514,0.2375068],"study_design_scores_gemma":[0.00007434511,0.0002525227,0.9073218,0.00007352726,0.00005300492,0.0001647433,0.001834199,0.01709002,0.01043635,0.0001860817,0.06245374,0.00005964069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9246995,0.0009241796,0.008104251,0.0006493442,0.0006110814,0.0003267692,0.02299049,0.001724064,0.03997022],"genre_scores_gemma":[0.9500561,0.0004431533,0.01429864,0.000152542,0.00004418217,0.00008836437,0.01641963,0.00008847729,0.01840894],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.2572195,"threshold_uncertainty_score":0.5174686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009699963110962075,"score_gpt":0.1797148361456621,"score_spread":0.1700148730347001,"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."}}