{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002300532,0.00002913553,0.0000277514,0.0000246907,0.0000243218,0.0000386034,0.0002551171,0.00000818669,0.00007230082],"category_scores_gemma":[0.000006198785,0.00002322668,0.00002506413,0.00006473233,0.00000279297,0.0003932903,0.00002135286,0.00002593349,0.0005587031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000679661,"about_ca_system_score_gemma":0.000005548171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003277557,"about_ca_topic_score_gemma":2.549696e-7,"domain_scores_codex":[0.999733,0.000005627978,0.00003731603,0.0000875131,0.00005519589,0.00008129477],"domain_scores_gemma":[0.9997983,0.000008304691,0.000009103523,0.0001351594,0.00002823133,0.00002092031],"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":[0.000001163856,0.00002836667,0.00007988128,2.179501e-7,0.000002511939,0.000008500208,0.0001705098,9.639454e-7,0.1088271,0.8627242,0.01657941,0.01157708],"study_design_scores_gemma":[0.0003766107,0.0003829905,0.1818609,0.000009573966,0.000002929376,0.00004154155,0.0001199855,0.007052687,0.7218428,0.05033673,0.03763299,0.0003403306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00537059,0.00001239609,0.6629815,0.001842524,0.00013501,0.00002035161,7.071792e-8,0.0000190387,0.3296186],"genre_scores_gemma":[0.9873254,0.000001349646,0.003136043,0.005903236,0.00001918845,3.179285e-7,1.91495e-7,5.17788e-7,0.003613766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9819548,"threshold_uncertainty_score":0.7181184,"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."}}