{"id":"W4311806032","doi":"10.1145/3550454.3555524","title":"QuadStream","year":2022,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Rendering (computer graphics); Computer graphics (images); View synthesis; Computer vision; Artificial intelligence","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":[0.0002373371,0.0001220007,0.0001030267,0.0005176505,0.0007609693,0.0000930551,0.001462793,0.00003390333,0.00008355667],"category_scores_gemma":[0.000004161378,0.000135233,0.000143714,0.001647524,0.0000334704,0.0001919511,0.00006320619,0.0003375445,0.000006053376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002909579,"about_ca_system_score_gemma":0.00004518478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002619601,"about_ca_topic_score_gemma":0.000008628737,"domain_scores_codex":[0.9987994,0.0000992691,0.0001855672,0.0003397444,0.0003895076,0.0001865521],"domain_scores_gemma":[0.9986384,0.0001039893,0.00005514608,0.001077857,0.00005403737,0.00007057672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004469282,0.0003412288,0.00008001054,0.000003949012,0.00002373422,0.000007074741,0.0003139654,0.000260269,0.00002011307,0.9508811,0.001179889,0.04688421],"study_design_scores_gemma":[0.0009378553,0.001769504,0.001371466,0.00001853142,0.00003284034,0.0001906241,0.0001394465,0.2411744,0.005682176,0.5648158,0.1827819,0.001085484],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001920632,0.00003493738,0.9955123,0.001025602,0.0004092876,0.0001287696,0.00001325018,0.0007203023,0.0002349368],"genre_scores_gemma":[0.9845801,0.00009151147,0.01329429,0.001747018,0.00001458819,0.0001366563,0.000005483756,0.00001432674,0.0001160311],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9826595,"threshold_uncertainty_score":0.5852838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02533350675202241,"score_gpt":0.2814426426088041,"score_spread":0.2561091358567817,"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."}}