{"id":"W4241440767","doi":"10.1145/2596630","title":"Demo hour","year":2014,"lang":"en","type":"article","venue":"interactions","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Interface (matter); Computer science; Software; Multimedia; Human–computer interaction; World Wide Web; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001243714,0.001052165,0.0005339383,0.001277541,0.003049357,0.003718358,0.001366024,0.001514176,0.7369167],"category_scores_gemma":[0.002309718,0.0003935779,0.0006604028,0.0007996678,0.0003641432,0.001945842,0.003549413,0.00206542,0.3933583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009794043,"about_ca_system_score_gemma":0.001389398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003616422,"about_ca_topic_score_gemma":0.01280673,"domain_scores_codex":[0.9992992,0.00007028547,0.00001557493,0.00008453831,0.0003416528,0.0001886945],"domain_scores_gemma":[0.9979835,0.0001077504,0.00004171178,0.0001897265,0.0006115791,0.001065661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005869108,0.00002616669,0.00004845079,0.00003237803,8.925931e-7,0.00004013633,0.00002688852,0.00002251143,0.0001424155,0.0007432725,0.9831064,0.01575189],"study_design_scores_gemma":[0.0000124978,0.00001923342,0.0002712592,0.00001757028,7.674828e-7,0.00002955929,0.00006599366,0.00002603156,0.00007848116,0.0003376906,0.9991374,0.000003612799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002271693,0.001447164,0.002610312,0.008745807,0.03254496,0.0008663296,0.0154134,0.00376513,0.9323351],"genre_scores_gemma":[0.008116849,0.0008104392,0.001392921,0.002057525,0.004487695,0.0003879862,0.01088771,0.001299296,0.9705597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7369167,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009927752968810565,"score_gpt":0.2639223988247539,"score_spread":0.2539946458559433,"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."}}