{"id":"W2384078850","doi":"","title":"The Research on Image Edge Extraction Based on Improved and Colony Algorithm","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Advanced Measurement and Detection Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ant colony optimization algorithms; Computer science; Enhanced Data Rates for GSM Evolution; Edge detection; Image (mathematics); Artificial intelligence; Image edge; Image gradient; Algorithm; Pattern recognition (psychology); Computer vision; Image 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":[0.0005500254,0.0006196547,0.001004945,0.001094375,0.0003818055,0.0009285556,0.0009964397,0.0008401073,0.001386072],"category_scores_gemma":[0.002021819,0.0003705756,0.0007544003,0.001271221,0.0005685845,0.002238984,0.0004225204,0.0009174092,0.0005949031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003892371,"about_ca_system_score_gemma":0.000492966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024427,"about_ca_topic_score_gemma":0.001258159,"domain_scores_codex":[0.9993418,0.0001023208,0.00004519566,0.000146967,0.0003284562,0.0000353387],"domain_scores_gemma":[0.9992106,0.0002239839,0.0000516561,0.0001010904,0.000388642,0.00002388954],"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":[0.000162402,0.00009487907,0.001723875,0.00058373,0.0001271028,0.0002721816,0.0002527658,0.05717926,0.07422491,0.03008873,0.003988331,0.8313019],"study_design_scores_gemma":[0.00005657861,0.0002136273,0.001891817,0.00005421666,0.0001037922,0.0008136702,0.00007733924,0.8826375,0.06135464,0.01290551,0.03981554,0.00007573135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01215959,0.00170334,0.9825765,0.0001751687,0.0001161158,0.00003838646,0.00002289919,0.000545588,0.002662413],"genre_scores_gemma":[0.147805,0.002753845,0.8425161,0.0001956123,0.0001673623,0.0001000848,0.0001546248,0.000210702,0.006096743],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002024427,"threshold_uncertainty_score":0.004636884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02885820058439264,"score_gpt":0.3497084799165202,"score_spread":0.3208502793321276,"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."}}