{"id":"W2119284220","doi":"10.3189/172756409787769744","title":"Geodetic and direct mass-balance measurements: comparison and joint analysis","year":2009,"lang":"en","type":"article","venue":"Annals of Glaciology","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":354,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Geodetic datum; Standard deviation; Series (stratigraphy); Geodesy; Geology; Glacier; Tidewater; Balance (ability); Glacier mass balance; Statistics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004260605,0.0006397637,0.0007200907,0.005914272,0.0002497418,0.001420128,0.0006491898,0.0002458066,0.002835308],"category_scores_gemma":[0.01065746,0.0003658956,0.0007233756,0.00455646,0.0003625287,0.0008632944,0.001780037,0.0003144515,0.0008781587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004341321,"about_ca_system_score_gemma":0.0003874165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004096926,"about_ca_topic_score_gemma":0.005337165,"domain_scores_codex":[0.9970842,0.0007304677,0.0002669165,0.0005616431,0.001243602,0.0001130423],"domain_scores_gemma":[0.9936792,0.002041172,0.001033282,0.0008809602,0.002250143,0.0001152092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000575868,0.0001044194,0.6693643,0.0004196855,0.001176471,0.0001306526,0.0004745688,0.01646157,0.007372032,0.001766582,0.002489506,0.2996643],"study_design_scores_gemma":[0.00005143826,0.0003027259,0.9107513,0.00008920962,0.0008094693,0.0002625117,0.0003136907,0.0638407,0.008526889,0.00192334,0.01304025,0.00008850737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8231741,0.002099493,0.1516364,0.0001072397,0.0001848912,0.0002025352,0.008540961,0.001812768,0.01224159],"genre_scores_gemma":[0.9400693,0.0005778657,0.04726095,0.00002100901,0.0001216192,0.0001462866,0.009095591,0.000208197,0.002499213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005914272,"threshold_uncertainty_score":0.02253246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.123558601757804,"score_gpt":0.3082483591082155,"score_spread":0.1846897573504115,"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."}}