{"id":"W4404867079","doi":"10.54254/2755-2721/2024.17919","title":"A Review of the State of the Art 3D Generative Models and Their Applications","year":2024,"lang":"en","type":"review","venue":"Applied and Computational Engineering","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Generative grammar; State (computer science); Computer science; Artificial intelligence; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007375536,0.001198512,0.001026495,0.002260176,0.0003409624,0.001326525,0.001099253,0.001083432,0.007889617],"category_scores_gemma":[0.001903912,0.000695297,0.001046207,0.003017086,0.0004111244,0.001789865,0.0006361812,0.001170979,0.003260691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004671786,"about_ca_system_score_gemma":0.001121938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002244339,"about_ca_topic_score_gemma":0.002272348,"domain_scores_codex":[0.9996891,0.00004938353,0.00004168468,0.00006927727,0.0001308332,0.00001965225],"domain_scores_gemma":[0.999068,0.0006283972,0.00006641253,0.00004119316,0.0001693863,0.00002665397],"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":[0.00003395637,0.00005795496,0.0003644222,0.01362862,0.00009207114,0.0001357849,0.0001012197,0.006952881,0.00151131,0.01695485,0.02779449,0.9323726],"study_design_scores_gemma":[0.000007346488,0.00008280294,0.0006782951,0.003881898,0.0001685767,0.0009334915,0.00007707425,0.004804693,0.001577041,0.008448615,0.9792835,0.00005677676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005895622,0.9811638,0.009911457,0.0004338356,0.0003682321,0.00001813546,0.0001279686,0.000110163,0.007276839],"genre_scores_gemma":[0.004270012,0.9881943,0.004629544,0.0001999892,0.0003115574,0.00001995703,0.0002125565,0.0000329605,0.002129168],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007889617,"threshold_uncertainty_score":0.02639341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820836964395533,"score_gpt":0.2394216141200469,"score_spread":0.2212132444760916,"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."}}