{"id":"W1543448657","doi":"10.20380/gi2001.16","title":"3D Scene Manipulation with 2D Devices and Constraints","year":2001,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; Process (computing); Object (grammar); Computer graphics; Human–computer interaction; 3D interaction; User interface; Graphics; Computer vision; Interface (matter); Artificial intelligence; Computer graphics (images); Virtual reality","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":[0.00003278996,0.00005251073,0.0000467445,0.00003288284,0.00005017672,0.00006341847,0.00009503513,0.00001355853,0.000102615],"category_scores_gemma":[0.000002960006,0.00003777039,0.000007657227,0.00007956251,0.00003852664,0.0004976582,0.00003240344,0.00003005679,0.00004198787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007473139,"about_ca_system_score_gemma":0.000009775613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002890738,"about_ca_topic_score_gemma":0.00003069191,"domain_scores_codex":[0.9996293,0.00001038424,0.00005070219,0.0001430988,0.00007041023,0.00009610843],"domain_scores_gemma":[0.9997772,0.0000205528,0.00002425152,0.00009181701,0.00005628966,0.00002989399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001175238,0.000219961,0.3982136,0.00003586668,0.000149813,0.000242376,0.002477653,0.00007931982,0.03151958,0.354882,0.001715113,0.2103472],"study_design_scores_gemma":[0.0008120128,0.0002852917,0.9214895,0.00005884595,0.00001294695,0.000418268,0.0005326173,0.0601139,0.01110485,0.0005391886,0.004292443,0.0003401782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2168348,0.00002087971,0.7022144,0.0004091958,0.00005585221,0.00006611336,2.87617e-7,0.00001587431,0.08038259],"genre_scores_gemma":[0.988851,0.000004951619,0.01006203,0.0007311437,0.00001312295,0.000001295367,0.000001171686,0.000001859734,0.0003334727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7720161,"threshold_uncertainty_score":0.1540232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791854768252095,"score_gpt":0.2510434559046509,"score_spread":0.23312490822213,"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."}}