{"id":"W4416177399","doi":"10.1108/ijcst-10-2024-0213","title":"A novel plaid fabric image search method based on handcrafted features","year":2025,"lang":"en","type":"article","venue":"International Journal of Clothing Science and Technology","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"National Natural Science Foundation of China","keywords":"Feature (linguistics); Factory (object-oriented programming); Image (mathematics); Pattern recognition (psychology); Image retrieval; Local binary patterns; Feature extraction; Feature vector","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":[0.000203419,0.000664808,0.0008110907,0.001838385,0.0003754005,0.0006385947,0.0007742068,0.0004748348,0.002820222],"category_scores_gemma":[0.0006030676,0.0002607017,0.0006912049,0.001148299,0.0002142202,0.001002363,0.0005758266,0.0003233631,0.0009183266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003297492,"about_ca_system_score_gemma":0.0006524555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002721529,"about_ca_topic_score_gemma":0.003056546,"domain_scores_codex":[0.9996551,0.00002145274,0.00002338652,0.00008277699,0.0001747034,0.00004257781],"domain_scores_gemma":[0.9998072,0.00002929165,0.00003653215,0.00002734175,0.00008255069,0.00001701918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004886317,0.0001331269,0.002312219,0.0002870056,0.000090106,0.0002690912,0.00009492906,0.0138381,0.1686217,0.001723322,0.004538371,0.8076034],"study_design_scores_gemma":[0.0001202877,0.000547173,0.008905089,0.00003201034,0.0001247431,0.002326541,0.0002482237,0.8340327,0.1402795,0.001886771,0.01141396,0.00008299795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08893315,0.00117137,0.9032732,0.0001276624,0.0001056735,0.0002025621,0.0003001767,0.002354674,0.003531484],"genre_scores_gemma":[0.5125585,0.0007456639,0.4748229,0.0001566409,0.0001007177,0.0001879211,0.001088777,0.0001925607,0.01014636],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002820222,"threshold_uncertainty_score":0.009434581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00943822373839669,"score_gpt":0.30966102250847,"score_spread":0.3002227987700733,"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."}}