{"id":"W4393931994","doi":"10.23977/acss.2024.080211","title":"Change Detection in Images with Viewpoint Difference","year":2024,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Change detection; Artificial intelligence; Computer science; Computer vision; Pattern recognition (psychology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005781358,0.00109548,0.0009504379,0.00187952,0.0003229595,0.0008210787,0.001067802,0.0007982323,0.001186144],"category_scores_gemma":[0.002417833,0.0003047969,0.0009842095,0.001151169,0.0004928117,0.001141082,0.0008326454,0.0009773625,0.001010786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005322642,"about_ca_system_score_gemma":0.0005324236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006406124,"about_ca_topic_score_gemma":0.009941552,"domain_scores_codex":[0.9992501,0.00005364476,0.00003290874,0.0003314343,0.0002336072,0.0000983077],"domain_scores_gemma":[0.9993943,0.0001393303,0.00008377984,0.0001801735,0.0001712988,0.00003112141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005326849,0.0002674201,0.01613667,0.0002673701,0.0001605848,0.0004035239,0.0001676622,0.07019154,0.06506447,0.001450493,0.008245053,0.8371125],"study_design_scores_gemma":[0.00003378545,0.0002348676,0.02089651,0.00003115574,0.00007022595,0.0007343327,0.0001138463,0.9129106,0.05388979,0.002533129,0.008518307,0.0000334355],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.21742,0.001851787,0.7643428,0.0003360457,0.0003715648,0.0004500173,0.001859263,0.008978887,0.00438955],"genre_scores_gemma":[0.7205857,0.0007342182,0.269269,0.0002837488,0.0001261723,0.0001796149,0.005157731,0.0003128529,0.003350927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006406124,"threshold_uncertainty_score":0.01273769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114853113449547,"score_gpt":0.2304719490027634,"score_spread":0.2189866376578087,"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."}}