{"id":"W4406030582","doi":"10.5194/gi-2024-10-ac2","title":"Reply on RC2","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Parks Canada; ArcticNet; University of Ottawa","keywords":"Glacier; Remote sensing; Photogrammetry; Workflow; Computer science; Snow; Structure from motion; Elevation (ballistics); Satellite; Focus (optics); Aerial photography; Arctic; Photography; Videography; Geology; Computer vision; Geography; Meteorology; Motion (physics); Physical geography; Engineering; Database","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003694634,0.0008341896,0.0009537116,0.001311443,0.002907277,0.004015402,0.002871991,0.02251917,0.1028733],"category_scores_gemma":[0.04225757,0.0005314365,0.001138999,0.0009447514,0.001963918,0.00441676,0.002402029,0.01759854,0.08200118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003599789,"about_ca_system_score_gemma":0.004534245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01061041,"about_ca_topic_score_gemma":0.01376421,"domain_scores_codex":[0.9969494,0.0005440919,0.0003599353,0.0005348601,0.001183769,0.0004278449],"domain_scores_gemma":[0.9862585,0.004065692,0.0004781482,0.000687403,0.006636478,0.001873788],"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":[0.000006062968,0.000002111133,0.00003107434,0.00001366621,0.000001054447,0.00004605296,0.000009000224,0.000003145714,0.000014504,0.0002177199,0.9979892,0.001666408],"study_design_scores_gemma":[0.000007981744,0.000005514238,0.0002026763,0.00005729011,0.000002497334,0.00008620349,0.00006413533,0.00001957661,0.00004903008,0.0004073851,0.9990879,0.000009821665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001831599,0.00130713,0.0002159067,0.8179336,0.1627644,0.00008891997,0.0004944733,0.0002859244,0.01672646],"genre_scores_gemma":[0.001996608,0.001059973,0.0002404052,0.8479903,0.05922358,0.000156858,0.0002283692,0.0002152189,0.0888887],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1028733,"threshold_uncertainty_score":0.3441455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0422088494575833,"score_gpt":0.2764869945546671,"score_spread":0.2342781450970838,"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."}}