{"id":"W1996593518","doi":"10.1145/2661229.2661241","title":"Morfit","year":2014,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Simon Fraser University","funders":"Shenzhen Institutes of Advanced Technology Innovation Program for Excellent Young Researchers; Israel Science Foundation; Ministry of Science and Technology of the People's Republic of China; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Surface (topology); Iterated function; Computer science; Surface reconstruction; Point (geometry); Algorithm; Operator (biology); Artificial intelligence; Computer vision; Topology (electrical circuits); Computer graphics (images); Mathematics; Geometry; Combinatorics; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001554634,0.001680656,0.001696216,0.001815691,0.001018045,0.003157714,0.004270989,0.002433724,0.09034042],"category_scores_gemma":[0.005649934,0.001085739,0.002295415,0.00141284,0.000720747,0.002449719,0.003763434,0.002698644,0.034598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005918832,"about_ca_system_score_gemma":0.001418313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002146233,"about_ca_topic_score_gemma":0.004042846,"domain_scores_codex":[0.9984835,0.000162701,0.00008636678,0.0002572686,0.000858616,0.0001514277],"domain_scores_gemma":[0.998695,0.0004525145,0.00008964399,0.0003330262,0.000335059,0.00009486976],"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":[0.0005379993,0.0002674462,0.003896242,0.001387158,0.0003716411,0.0005979307,0.0006147331,0.06491503,0.01637699,0.06398302,0.255081,0.5919707],"study_design_scores_gemma":[0.0001725854,0.000188531,0.00129424,0.0002290332,0.00008378884,0.001081469,0.0002989038,0.5197639,0.0178127,0.04136208,0.417535,0.0001777802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.008434946,0.001180583,0.8769259,0.000627881,0.0007223462,0.0001957668,0.004369028,0.06901981,0.0385237],"genre_scores_gemma":[0.1224458,0.001399487,0.7709981,0.001203315,0.0002474342,0.0008193869,0.01970819,0.03519962,0.04797864],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.09034042,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269370794369759,"score_gpt":0.207913718097618,"score_spread":0.1952200101539204,"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."}}