{"id":"W3108801108","doi":"10.1145/3414685.3417800","title":"MapTree","year":2020,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Pointwise; A priori and a posteriori; Artificial intelligence; Representation (politics); Pattern recognition (psychology); Symmetry (geometry); Algorithm; Mathematics; Computer vision; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002440729,0.00008955055,0.00009238359,0.00008212236,0.00006669493,0.00001611003,0.0001532582,0.00005375535,0.0001008428],"category_scores_gemma":[0.000006508188,0.00009175001,0.000120924,0.0004085482,0.0000144775,0.00004471392,9.36886e-7,0.0002154736,0.000103983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006328483,"about_ca_system_score_gemma":0.00000325625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004176552,"about_ca_topic_score_gemma":0.00001275614,"domain_scores_codex":[0.9995642,0.000006626129,0.0001021696,0.0001102039,0.0001028348,0.0001139362],"domain_scores_gemma":[0.9996433,0.0000272816,0.000005700942,0.0002199957,0.00001552295,0.00008817267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008308044,0.00003757395,0.00005541217,0.00004716953,0.0002230367,0.000007209561,0.0004664812,0.9472275,0.0008084282,0.0001894467,0.001217881,0.04971156],"study_design_scores_gemma":[0.0002834651,0.00006281812,0.00009769206,0.00001683575,0.0001341178,0.000001987831,0.00009874464,0.9884784,0.003069445,0.001806831,0.005641978,0.0003076664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01540959,0.0001062796,0.98068,0.002365811,0.00009106855,0.00003084592,0.00001768433,0.0005851547,0.0007135034],"genre_scores_gemma":[0.9973624,0.000254363,0.001591254,0.0006972224,0.00003340228,0.000006008371,0.000003391428,0.00002149424,0.00003045941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9819528,"threshold_uncertainty_score":0.3741457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02843796480311391,"score_gpt":0.2120802099243879,"score_spread":0.183642245121274,"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."}}