{"id":"W2118350307","doi":"10.1145/1979742.1979707","title":"TagURit","year":2011,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003765011,0.001078485,0.0004219401,0.0008401921,0.0005329174,0.002295673,0.001634318,0.001128149,0.09536671],"category_scores_gemma":[0.00111493,0.0003403451,0.0006238255,0.0006130651,0.0003941829,0.002248207,0.00221547,0.0007819132,0.03419557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003733834,"about_ca_system_score_gemma":0.0003328466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001217692,"about_ca_topic_score_gemma":0.00201381,"domain_scores_codex":[0.9995314,0.00007659711,0.00002994316,0.00009532437,0.0001940166,0.00007277106],"domain_scores_gemma":[0.9995571,0.00007368949,0.00002893289,0.0001245129,0.00007918382,0.0001365516],"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":[0.001936164,0.0009428888,0.003668939,0.001338968,0.0001405868,0.001674182,0.001427755,0.002937228,0.07832492,0.04883423,0.2955633,0.5632108],"study_design_scores_gemma":[0.00012542,0.0005971744,0.003442494,0.0001195123,0.00005780166,0.001426981,0.0001332563,0.0181597,0.01736293,0.00604535,0.9524287,0.0001007378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04999644,0.002515382,0.3471095,0.001252133,0.002570732,0.001365909,0.007877286,0.07610059,0.5112121],"genre_scores_gemma":[0.2170265,0.001409924,0.2220586,0.00223952,0.0003550231,0.001006402,0.01491794,0.007961744,0.5330243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09536671,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03758074182085249,"score_gpt":0.220113154746874,"score_spread":0.1825324129260215,"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."}}