{"id":"W3035340538","doi":"10.1109/cvpr42600.2020.00083","title":"Bundle Pooling for Polygonal Architecture Segmentation Problem","year":2020,"lang":"en","type":"article","venue":"","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Pooling; Segmentation; Bundle; Architecture; Artificial intelligence; Computer vision; Geography; Materials science","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":[0.001599259,0.002047928,0.001864064,0.001300319,0.0008798602,0.001721131,0.002264164,0.0028873,0.006826502],"category_scores_gemma":[0.003468394,0.0008614964,0.001764259,0.001749207,0.001176536,0.003432702,0.001791695,0.001849503,0.001409292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658626,"about_ca_system_score_gemma":0.001253974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006968007,"about_ca_topic_score_gemma":0.006125933,"domain_scores_codex":[0.9989519,0.0001750976,0.00005181233,0.0004079207,0.0002282014,0.0001851075],"domain_scores_gemma":[0.999095,0.0003643762,0.0001106826,0.0002080454,0.0001547446,0.00006726316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004351039,0.0002071684,0.001772705,0.0004435133,0.0002365516,0.0005186725,0.0002166048,0.5346587,0.02341023,0.02558423,0.03381298,0.3787036],"study_design_scores_gemma":[0.00001713387,0.00004943899,0.000348654,0.0000139655,0.00002295209,0.0001060601,0.00002808944,0.9745748,0.004737648,0.01773042,0.002359383,0.00001151751],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02699528,0.0005409313,0.9657497,0.0006479819,0.00005481211,0.0001187041,0.0005777568,0.002397299,0.002917581],"genre_scores_gemma":[0.4364452,0.0007092943,0.5483301,0.0007609349,0.0002270843,0.0003098696,0.004052439,0.001140809,0.008024315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006968007,"threshold_uncertainty_score":0.02283686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504087752316702,"score_gpt":0.2160272835435945,"score_spread":0.2009864060204275,"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."}}