{"id":"W1775234571","doi":"","title":"DIGITIZATION INITIATIVES: A RECONNAISSANCE OF THE GLOBAL LANDSCAPE","year":2008,"lang":"en","type":"article","venue":"Purdue e-Pubs (Purdue University System)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Digitization; Geography; Remote sensing; Computer science; Telecommunications","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":[0.001632908,0.0003242893,0.0001442648,0.002429258,0.00224792,0.004092223,0.0005725728,0.001110501,0.01294474],"category_scores_gemma":[0.001798114,0.0001870697,0.000235581,0.005619235,0.001826704,0.003494283,0.003334705,0.001421092,0.0009636162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001766582,"about_ca_system_score_gemma":0.002606983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01590251,"about_ca_topic_score_gemma":0.08433942,"domain_scores_codex":[0.9993561,0.0002072448,0.00001868697,0.00007519236,0.0002518238,0.00009091094],"domain_scores_gemma":[0.9990942,0.0003026827,0.00009260311,0.0001768165,0.0001520388,0.0001815541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007848858,0.00006064983,0.01198548,0.000537966,0.00002838263,0.001035917,0.05872169,0.0007023058,0.002156801,0.05798867,0.4202757,0.4464279],"study_design_scores_gemma":[0.000005934839,0.00002257646,0.00951851,0.0001997452,0.000009786808,0.000305548,0.02482795,0.0001474486,0.0004817755,0.00370887,0.9607622,0.000009562194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1823096,0.03928124,0.02211086,0.1245119,0.005480782,0.000453601,0.00458366,0.001673745,0.6195946],"genre_scores_gemma":[0.6473559,0.03585214,0.05478526,0.006977131,0.001317755,0.0002523775,0.006001723,0.0008846123,0.2465732],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01590251,"threshold_uncertainty_score":0.04330444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0089555858213125,"score_gpt":0.1597492671395858,"score_spread":0.1507936813182733,"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."}}