{"id":"W2085360881","doi":"10.1109/ccece.2006.277335","title":"Advanced Image Exploitation Tools for Surveillance and Target Detection with eo Sensors","year":2006,"lang":"en","type":"article","venue":"","topic":"Remote-Sensing Image Classification","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Toolbox; Computer science; Artificial intelligence; Software; Computer vision; Contextual image classification; Image (mathematics); Data mining","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":[0.0009043089,0.0006146269,0.000508335,0.001375539,0.0001809223,0.000521983,0.0009008779,0.0005269412,0.005315754],"category_scores_gemma":[0.001618268,0.0003277058,0.0005508974,0.0007551598,0.0004064181,0.001228375,0.0006806419,0.0007108523,0.001500971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002279313,"about_ca_system_score_gemma":0.0002391819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005268867,"about_ca_topic_score_gemma":0.000927716,"domain_scores_codex":[0.999526,0.00006952016,0.00002283123,0.00006101361,0.0002963879,0.00002423722],"domain_scores_gemma":[0.9993275,0.0003147243,0.00005901685,0.0001308727,0.0001464877,0.0000213315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000146284,0.00009191416,0.0009057836,0.0002336718,0.00004870773,0.00008750351,0.0001597185,0.01149517,0.1346373,0.01031896,0.003616274,0.8382589],"study_design_scores_gemma":[0.0001293299,0.0004555703,0.007932588,0.0001481972,0.0001069647,0.001404002,0.0001445785,0.5462087,0.3271251,0.02406362,0.0921701,0.0001112818],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003454776,0.0002347087,0.9930105,0.00004386084,0.0000113307,0.00003509751,0.00005454204,0.001787108,0.001368051],"genre_scores_gemma":[0.05291042,0.0004655881,0.9427605,0.00007580075,0.00002364553,0.00009948098,0.0002282317,0.0001984001,0.003237881],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005315754,"threshold_uncertainty_score":0.01778299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008253270481007019,"score_gpt":0.2028697825408369,"score_spread":0.1946165120598299,"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."}}