{"id":"W2375018849","doi":"","title":"Recognition Method of Image Spam Mail Based on Image Texture","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Image Retrieval and Classification Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Support vector machine; Artificial intelligence; Gabor filter; Image (mathematics); Pattern recognition (psychology); Computer vision; Texture (cosmology); Noise (video); Filter (signal processing)","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":[0.0002902231,0.0003332886,0.0005360163,0.002149173,0.0002116447,0.000468268,0.000353168,0.0004436253,0.001667042],"category_scores_gemma":[0.0007864783,0.0001564856,0.0003148603,0.0007354734,0.0002910263,0.000606756,0.0002057846,0.0002362365,0.001088155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002356545,"about_ca_system_score_gemma":0.0002271936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008420058,"about_ca_topic_score_gemma":0.0006041506,"domain_scores_codex":[0.9997451,0.00002733495,0.00001364078,0.00004519247,0.0001283372,0.00004050255],"domain_scores_gemma":[0.9996804,0.00004352141,0.00004825713,0.00003193056,0.000168168,0.00002774437],"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":[0.0004308901,0.00009478552,0.004906733,0.0002764835,0.00003881844,0.0003925711,0.0001334734,0.003466925,0.3389852,0.001407844,0.003878318,0.645988],"study_design_scores_gemma":[0.00009967304,0.000523336,0.02658216,0.00005149252,0.0001860206,0.003956299,0.0002821976,0.497881,0.4530019,0.001838292,0.01548928,0.0001083951],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2122536,0.0008289399,0.7751122,0.0002942562,0.000363176,0.0001934476,0.0002109112,0.004832094,0.00591135],"genre_scores_gemma":[0.7835943,0.0008269954,0.2070398,0.0001277357,0.0002032737,0.0001082731,0.000337939,0.0001253707,0.007636315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002149173,"threshold_uncertainty_score":0.005576849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219496589500679,"score_gpt":0.2822684426607334,"score_spread":0.2700734767657266,"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."}}