{"id":"W2106351401","doi":"10.1145/1029632.1029656","title":"Interactive public ambient displays","year":2004,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":648,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Human–computer interaction; Computer science; Gesture; Context (archaeology); Orientation (vector space); Interaction design; Simple (philosophy); Multimedia; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006954671,0.0001217271,0.0001017529,0.000116258,0.0001039838,0.0001920619,0.0006575112,0.00003010651,0.0001361425],"category_scores_gemma":[0.00004410592,0.00009894294,0.00009026375,0.0002636228,0.00003100195,0.001747303,0.0002632085,0.0001378793,0.00121946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001416069,"about_ca_system_score_gemma":0.00006781548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007621627,"about_ca_topic_score_gemma":0.00002029752,"domain_scores_codex":[0.9990394,0.00002356262,0.0001348155,0.0003247669,0.0001792923,0.0002981232],"domain_scores_gemma":[0.999289,0.00004077397,0.00005302432,0.00035918,0.0001529675,0.0001050328],"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":[0.000008364699,0.0002298509,0.0002222902,0.000002561897,0.00003922839,0.00003223418,0.001214882,0.00002545188,0.04228019,0.9522648,0.002326003,0.001354097],"study_design_scores_gemma":[0.002807247,0.000842152,0.05044705,0.0000879561,0.00001620196,0.0002242294,0.001914961,0.004095299,0.8422807,0.04283142,0.05323399,0.001218808],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03106315,0.00001284486,0.8668671,0.005221033,0.0006611866,0.0001066298,0.000001661306,0.0000504372,0.09601597],"genre_scores_gemma":[0.992619,0.000003204203,0.004160097,0.002382188,0.00003847151,0.00001296756,0.00000352745,0.000005840268,0.0007747555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9615558,"threshold_uncertainty_score":0.9995582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488031150694157,"score_gpt":0.2544778906664545,"score_spread":0.239597579159513,"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."}}