{"id":"W2118802962","doi":"10.1145/1133265.1133299","title":"Stylus based text input using expanding CIRRIN","year":2006,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Stylus; Computer science; Computer graphics (images); Artificial intelligence; Computer vision","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":[0.00007796823,0.00009496856,0.00008689788,0.0001122541,0.0001128511,0.0001172923,0.0003164168,0.00002834886,0.0001481122],"category_scores_gemma":[0.000009350235,0.00008442363,0.00006074473,0.0002100404,0.00001691083,0.0005262306,0.00009181157,0.0000680904,0.0001277541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000681923,"about_ca_system_score_gemma":0.00004284908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004862596,"about_ca_topic_score_gemma":0.00001307171,"domain_scores_codex":[0.9992415,0.0000290694,0.0001259568,0.0002342215,0.0001399383,0.0002293102],"domain_scores_gemma":[0.9995668,0.00005415368,0.00004654829,0.000233931,0.00006575535,0.0000328406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001374526,0.0001645931,0.006153694,0.00001217931,0.00001747942,0.00005851717,0.0001947742,0.002415295,0.8677413,0.1161217,0.005105546,0.002001237],"study_design_scores_gemma":[0.0005610851,0.00006272484,0.01543915,0.00003588216,0.000006506912,0.00001698657,0.0001104249,0.456947,0.522787,0.0009315729,0.002754743,0.0003469208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1334063,0.00001378347,0.8161721,0.0001471858,0.0002241558,0.00005284173,7.402282e-7,0.00002733697,0.04995565],"genre_scores_gemma":[0.9813946,1.688825e-7,0.01695463,0.0008128583,0.00006744827,0.000002023653,0.000002002215,0.000005659668,0.0007605512],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8479884,"threshold_uncertainty_score":0.3442695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806560174579886,"score_gpt":0.2708007719128757,"score_spread":0.2527351701670768,"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."}}