{"id":"W2138113894","doi":"10.1109/igarss.1989.577810","title":"Evaluation Of Satellite Data For Topogfmphic Map Updating In Kenya","year":2005,"lang":"en","type":"article","venue":"","topic":"Satellite Image Processing and Photogrammetry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Government of the Republic of Kenya","keywords":"Computer science; Satellite; Remote sensing; Satellite broadcasting; Geography; Engineering","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":[0.001753233,0.0002906578,0.0002406385,0.001748831,0.0006758796,0.0009076815,0.0007215996,0.000500735,0.001857605],"category_scores_gemma":[0.008734218,0.0002452829,0.0001807094,0.002072074,0.0002346304,0.001099192,0.0003978333,0.0002276453,0.0005341277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416178,"about_ca_system_score_gemma":0.001601692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1064381,"about_ca_topic_score_gemma":0.165225,"domain_scores_codex":[0.9989609,0.0002796156,0.00009807355,0.0001191944,0.0004533948,0.00008887686],"domain_scores_gemma":[0.9958236,0.0008708183,0.0003897591,0.0003806481,0.002371863,0.0001633059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002773927,0.0007198345,0.5438208,0.0008912779,0.0002605335,0.0008874616,0.002276358,0.05940684,0.03269041,0.001649343,0.007232372,0.3473908],"study_design_scores_gemma":[0.0002615027,0.0006537872,0.8097071,0.0002255013,0.0004364612,0.0004382086,0.004032255,0.1243877,0.03863883,0.000313059,0.0208113,0.00009433808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875909,0.0001953339,0.001834561,0.000141958,0.00002474235,0.000193832,0.004407406,0.0001921957,0.005419137],"genre_scores_gemma":[0.985373,0.000181454,0.008826463,0.00001760925,0.000008975852,0.00007961123,0.004401612,0.000030077,0.001081421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1064381,"threshold_uncertainty_score":0.2116371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07303876788885734,"score_gpt":0.3275944938610658,"score_spread":0.2545557259722085,"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."}}