{"id":"W2054920856","doi":"10.5194/tc-8-1741-2014","title":"The length of the world's glaciers – a new approach for the global calculation of center lines","year":2014,"lang":"en","type":"article","venue":"˜The œcryosphere","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Center (category theory); Glacier; Geodesy; Geology; Geography; Physical 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":[0.0004947073,0.00009269563,0.0001041503,0.000002836725,0.0003128972,0.00004070234,0.0005012702,0.00002780697,0.000045099],"category_scores_gemma":[0.00003607642,0.00003502687,0.0001335575,0.0002178122,0.0001361524,0.00003969063,0.00001967419,0.00007147556,0.000007869117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003536225,"about_ca_system_score_gemma":0.00004032869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003469,"about_ca_topic_score_gemma":0.01973637,"domain_scores_codex":[0.9991244,0.00009335236,0.0001705271,0.0001209607,0.000310489,0.0001802591],"domain_scores_gemma":[0.99915,0.0002311896,0.000147245,0.0003727883,0.00006420513,0.00003460497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001352056,0.00004911494,0.7703595,0.00003958137,0.0001406217,3.523875e-8,0.0003490135,0.0181559,0.00002276715,0.002372187,0.009887182,0.1984889],"study_design_scores_gemma":[0.0004896437,0.00004701705,0.8272324,0.00001634429,0.00006802064,8.643498e-7,0.0001684218,0.05973422,0.00005834822,0.005266306,0.106826,0.00009245342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094219,0.00305393,0.0188901,0.009386627,0.004213854,0.004827285,0.0004300135,0.00005213553,0.04972419],"genre_scores_gemma":[0.9977559,0.000006641742,0.0002360542,0.00012921,0.0001641286,0.000003217505,0.00001369687,0.000002421712,0.001688761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1983964,"threshold_uncertainty_score":0.9981509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901643705136933,"score_gpt":0.2250560122980007,"score_spread":0.2060395752466314,"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."}}