{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009759209,0.0002569378,0.0005405425,0.0000539713,0.00004365471,0.0000142321,0.00021395,0.00005721744,0.000001007679],"category_scores_gemma":[0.000003594887,0.000150643,0.0001336984,0.0003679123,0.00005611882,0.00002185067,0.0001358471,0.0002565639,0.000002224272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000026966,"about_ca_system_score_gemma":0.00006060663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001288353,"about_ca_topic_score_gemma":5.590099e-7,"domain_scores_codex":[0.9991081,0.00001029029,0.0004675157,0.0001917694,0.0001197575,0.0001025169],"domain_scores_gemma":[0.9994349,0.0001283168,0.0001031067,0.0002547149,0.00004861462,0.00003032453],"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":[9.626791e-8,0.000004961472,1.186522e-8,0.04465418,0.0001268659,1.603625e-8,0.00007272325,0.7154535,0.000005276661,0.01318275,0.0001372385,0.2263624],"study_design_scores_gemma":[0.00004209535,0.000002582197,0.000001007675,0.02030983,0.0003596821,0.00001100125,0.000002598359,0.786538,0.000007533195,0.01002041,0.1824772,0.0002280447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001673211,0.6982489,0.3005965,0.00001596067,0.00003919144,0.0007709271,0.0001289434,0.00004287687,0.0001550404],"genre_scores_gemma":[0.0005994907,0.9931062,0.005358478,0.00003130441,0.0000395988,0.0007571466,0.00004204555,0.00005079039,0.00001498804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.295238,"threshold_uncertainty_score":0.6143041,"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."}}