{"id":"W6963305602","doi":"10.18739/a2s17ss23","title":"Autonomous Ice Mass Balance Buoy Observations, Buoy 2012E, Canadian Arctic Archipelago, 2012","year":2018,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Buoy; Sea ice; Arctic; Arctic ice pack; The arctic","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001356855,0.001953717,0.001688867,0.001792155,0.0009177948,0.0005929695,0.004043249,0.001522419,0.007429151],"category_scores_gemma":[0.00098527,0.002172832,0.0004594135,0.001613286,0.0007697401,0.001185468,0.0004611177,0.002544678,0.06360178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003331058,"about_ca_system_score_gemma":0.005613345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5735788,"about_ca_topic_score_gemma":0.6838219,"domain_scores_codex":[0.9904404,0.00068694,0.001644487,0.002402739,0.001481519,0.003343957],"domain_scores_gemma":[0.9900717,0.0004836045,0.001102561,0.005304623,0.000728093,0.002309422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007549753,0.0001400566,0.0013285,0.0003773671,0.0003653498,0.0003003961,0.00008430595,0.00001908154,0.000215048,0.00007353553,0.9968852,0.0001357048],"study_design_scores_gemma":[0.0008221659,0.0001367735,0.01712111,0.0005260302,0.00069094,0.0001790425,0.00004770159,0.0003191897,0.0000243023,0.0004246867,0.9774004,0.002307666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007351391,0.003414974,0.00001367263,0.000439319,0.003671979,0.00167318,0.9883745,0.0004389292,0.00123829],"genre_scores_gemma":[0.001023161,0.000599348,0.00167406,0.002253808,0.003094294,0.0003817398,0.9870206,0.0005844481,0.003368581],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.110243,"threshold_uncertainty_score":0.9997738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661071074481385,"score_gpt":0.2593344096309033,"score_spread":0.2327236988860894,"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."}}