{"id":"W1973247829","doi":"10.1145/1520340.1520675","title":"IdenTTop","year":2009,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Nature","keywords":"Computer science; Human–computer interaction; Process (computing); Rapid prototyping; Sample (material); Space (punctuation); Software engineering; Programming language; Engineering; Mechanical engineering","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":[0.0007164778,0.001229146,0.0006736266,0.0008237326,0.0005144858,0.002244496,0.002217072,0.0008084757,0.1635867],"category_scores_gemma":[0.003678988,0.000862111,0.0007396166,0.0007787343,0.0004551453,0.00271518,0.003484247,0.001058073,0.06316977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951262,"about_ca_system_score_gemma":0.0006953905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439791,"about_ca_topic_score_gemma":0.002251817,"domain_scores_codex":[0.9991431,0.00009431887,0.00005880373,0.0001341678,0.0004653885,0.0001041247],"domain_scores_gemma":[0.998255,0.0006011213,0.00007986784,0.000622309,0.0003276093,0.0001141627],"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":[0.001244054,0.0001485792,0.002022968,0.00161724,0.00006720173,0.0007805771,0.001500609,0.001563997,0.03857376,0.02959804,0.3147888,0.6080942],"study_design_scores_gemma":[0.0001035202,0.0002507957,0.002667334,0.0001756956,0.00005294643,0.001405731,0.0002501703,0.006639793,0.01935941,0.00462891,0.9643639,0.0001018278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02499712,0.001427556,0.3876775,0.0004899537,0.0004603019,0.001260701,0.01401785,0.1637306,0.4059384],"genre_scores_gemma":[0.2009686,0.002431165,0.2726735,0.001003186,0.0001834013,0.002792791,0.04328826,0.03647677,0.4401823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1635867,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006829866931239288,"score_gpt":0.252133861606375,"score_spread":0.2453039946751357,"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."}}