{"id":"W2119552352","doi":"10.1145/1142405.1142448","title":"ec(h)o","year":2006,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Canarie","keywords":"Situated; Human–computer interaction; Interface (matter); Computer science; Interface design; Key (lock); Augmented reality; User interface; User experience design; Observational study; Ethnography; Interaction design; Order (exchange); Multimedia; Artificial intelligence; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000436361,0.0004921465,0.0003296322,0.000942867,0.001607017,0.004834094,0.0007351022,0.001574434,0.6728423],"category_scores_gemma":[0.001012934,0.0001907657,0.0003684907,0.001176281,0.0005687897,0.001835069,0.002531777,0.000880334,0.4475796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128271,"about_ca_system_score_gemma":0.00115503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007010494,"about_ca_topic_score_gemma":0.006378815,"domain_scores_codex":[0.9994625,0.00006509197,0.00002330534,0.0001313933,0.0001938738,0.0001238236],"domain_scores_gemma":[0.9994886,0.00006685119,0.00003226802,0.0001033664,0.0001611837,0.0001476613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002960652,0.0001475836,0.002486631,0.0005057512,0.00001931219,0.0006377297,0.0005769001,0.0003933727,0.005948401,0.04777134,0.4287536,0.5124633],"study_design_scores_gemma":[0.000009437848,0.00002696893,0.001304324,0.00006442725,0.00000408944,0.0002348507,0.0002166226,0.0001344072,0.0005710699,0.001825044,0.9956011,0.000007652191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003841141,0.000954487,0.002526636,0.001153367,0.001105605,0.00006902395,0.001596259,0.0009130145,0.9878405],"genre_scores_gemma":[0.03062154,0.001396988,0.002991367,0.001030609,0.000269684,0.00007086749,0.00260235,0.0004239744,0.9605927],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3271577,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003693885348100808,"score_gpt":0.2031196908388038,"score_spread":0.199425805490703,"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."}}