{"id":"W2036199076","doi":"10.1117/12.438014","title":"&lt;title&gt;Online database updating by change detection&lt;/title&gt;","year":2001,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Vision and Imaging","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Ministère de la Défense Nationale","keywords":"Computer science; Image warping; Computer vision; Artificial intelligence; Range (aeronautics); Observer (physics); Image (mathematics); Database; Position (finance); Geometric modeling; Mathematics; Geometry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002291227,0.0001643945,0.0001708469,0.00006981451,0.00006737198,0.00008600194,0.0007541333,0.00007024661,0.00005808844],"category_scores_gemma":[0.0002179482,0.0001422882,0.0001926788,0.0003213382,0.00006814924,0.0006664357,0.0002097841,0.0001866497,0.00002057684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007148622,"about_ca_system_score_gemma":0.00001289257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001939094,"about_ca_topic_score_gemma":7.983109e-8,"domain_scores_codex":[0.998787,1.255079e-8,0.000299782,0.0002758816,0.0003925229,0.0002447414],"domain_scores_gemma":[0.9991466,0.00004566335,0.0001637277,0.00006449503,0.00049713,0.00008240029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001262686,0.0001027648,0.00005451263,0.0001242198,0.00009185943,2.634949e-7,0.00009553957,0.000006290135,0.5396547,0.4073448,0.02459466,0.02791776],"study_design_scores_gemma":[0.0009190482,0.0001860124,0.0002494245,0.000368561,0.00005888571,0.00005586306,0.0002833958,0.373899,0.07025272,0.002018692,0.551084,0.0006243199],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9356934,0.0006953672,0.01566533,0.004941121,0.001115756,0.0005882589,0.0001022706,0.0004000218,0.04079844],"genre_scores_gemma":[0.1917272,0.000852304,0.8014121,0.0009860013,0.001572707,0.0001277646,0.00004143691,0.0001121442,0.003168323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7857468,"threshold_uncertainty_score":0.5802344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723768549297917,"score_gpt":0.254841233611503,"score_spread":0.2376035481185239,"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."}}