{"id":"W1973204444","doi":"10.1145/571985.572007","title":"That one there! Pointing to establish device identity","year":2002,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Simon Fraser University","funders":"","keywords":"Stylus; Computer science; Ubiquitous computing; Human–computer interaction; Gesture; Focus (optics); Process (computing); User interface; Input device; Mobile device; Context-aware pervasive systems; Interface (matter); Multimedia; World Wide Web; Artificial intelligence; Computer hardware; Operating system","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001368764,0.00009113668,0.00009785617,0.00008261474,0.0001104145,0.0003391721,0.0007357068,0.0000251317,0.00113161],"category_scores_gemma":[0.00006280606,0.00008330533,0.00005570368,0.0003377778,0.000009348372,0.002475903,0.0003230406,0.00008691674,0.002589833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003314787,"about_ca_system_score_gemma":0.000005429657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002111157,"about_ca_topic_score_gemma":0.00008714797,"domain_scores_codex":[0.999088,0.00003329094,0.0001047201,0.0002826613,0.000231094,0.0002602145],"domain_scores_gemma":[0.9993476,0.00006318215,0.00004106211,0.0003444788,0.0001208397,0.00008282791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001654605,0.0008774048,0.0220457,0.00005497352,0.0001896899,0.0001010901,0.01125752,0.00004078282,0.1941047,0.5841716,0.1456318,0.04150817],"study_design_scores_gemma":[0.001255366,0.0004783624,0.2947739,0.0002548712,0.00004198127,0.00006772565,0.00319152,0.0297772,0.5874693,0.006119777,0.07471837,0.001851599],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1038204,0.00005739395,0.6298057,0.00271133,0.0003907942,0.000122136,8.85541e-7,0.00005180002,0.2630396],"genre_scores_gemma":[0.9800813,0.0000054082,0.009768141,0.005721806,0.00005233696,0.000004661448,4.284173e-7,0.000005964905,0.004359974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8762609,"threshold_uncertainty_score":0.9997815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06034864871863817,"score_gpt":0.2745086529601494,"score_spread":0.2141600042415112,"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."}}