{"id":"W1686496649","doi":"10.1117/12.510021","title":"Three-dimensional expression of relief in Landsat TM and SPOT P images","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Digital elevation model; Stereoscopy; Remote sensing; Computer vision; Artificial intelligence; Software; Computer graphics (images); Principal component analysis; Orthophoto; Observer (physics); Geology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002543251,0.0002185857,0.0001413572,0.0007560214,0.0001361883,0.0005154194,0.0001449794,0.00011862,0.001479597],"category_scores_gemma":[0.0009340339,0.000134976,0.0001779673,0.0008062668,0.0003205696,0.0002889126,0.0003038053,0.0002821766,0.0003440916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473934,"about_ca_system_score_gemma":0.0002100561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008240851,"about_ca_topic_score_gemma":0.001681046,"domain_scores_codex":[0.9997866,0.00003664047,0.000008090338,0.00002276373,0.0001153266,0.00003063733],"domain_scores_gemma":[0.9997472,0.00006587959,0.00003296074,0.00003265895,0.0001055539,0.00001567686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004745922,0.0001003392,0.01104332,0.0003266335,0.00006690669,0.0005820268,0.0007954699,0.01630695,0.7731896,0.005458982,0.003467783,0.1881873],"study_design_scores_gemma":[0.00007845047,0.0002915661,0.3971925,0.00005875243,0.000144141,0.002786493,0.001007129,0.1789505,0.3978286,0.004811782,0.01672413,0.0001260103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8551789,0.0002025445,0.1344285,0.0001470324,0.00004843908,0.00006551901,0.00102841,0.0008209821,0.008079669],"genre_scores_gemma":[0.9278353,0.0002178292,0.06948201,0.00004821125,0.00002855553,0.00004422945,0.0007346629,0.0001920681,0.001417041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001479597,"threshold_uncertainty_score":0.004949749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008826736857301011,"score_gpt":0.2102789360678139,"score_spread":0.2014521992105129,"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."}}