{"id":"W2360562718","doi":"","title":"Research on An Improved Modified Surface Matching","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Iterative closest point; Computer science; Matching (statistics); Point set registration; Blossom algorithm; Algorithm; Surface (topology); Point (geometry); Artificial intelligence; Point cloud; Mathematics; Geometry","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":[0.001476358,0.0009124937,0.00141717,0.002484067,0.0005117974,0.001283533,0.002525278,0.001813532,0.005056089],"category_scores_gemma":[0.00347268,0.0005883331,0.001595545,0.003380846,0.0007255427,0.002946626,0.001314238,0.00109879,0.00212583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007100455,"about_ca_system_score_gemma":0.0008093112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001932998,"about_ca_topic_score_gemma":0.000862206,"domain_scores_codex":[0.9972957,0.0003385326,0.000125999,0.0005695896,0.0015595,0.0001106621],"domain_scores_gemma":[0.9984398,0.0002672289,0.00007799235,0.0002811067,0.0008919684,0.00004188428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001768027,0.00008251845,0.001019736,0.0003740949,0.0001560168,0.0001721713,0.0001582197,0.03222734,0.06401712,0.03486863,0.006317887,0.8604295],"study_design_scores_gemma":[0.00007423107,0.0003880982,0.002512873,0.00005073249,0.0001761212,0.001619528,0.00009589874,0.7957812,0.0850656,0.01703866,0.09707014,0.0001269318],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006157052,0.0008745395,0.9884193,0.0001601878,0.0002008441,0.00006532566,0.00004368688,0.000978312,0.003100695],"genre_scores_gemma":[0.09371518,0.001264037,0.8942242,0.0002075393,0.0001946109,0.0001302554,0.0004068314,0.0003380948,0.009519368],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005056089,"threshold_uncertainty_score":0.01691431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02741911551573265,"score_gpt":0.3324864095305514,"score_spread":0.3050672940148187,"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."}}