{"id":"W2076739752","doi":"10.1145/2501988.2502030","title":"Open project","year":2013,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Mobile device; Mobile phone; Human–computer interaction; Variety (cybernetics); Open source; User interface; World Wide Web; Operating system; Software","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003391002,0.00003689004,0.00004021983,0.00002525749,0.00003589168,0.0003442191,0.00112844,0.000009470688,0.0005823535],"category_scores_gemma":[0.000008549445,0.00002609114,0.0000168814,0.00009326238,0.000005865213,0.001674707,0.0005635608,0.00002979725,0.003157489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008171886,"about_ca_system_score_gemma":0.00002590073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009275848,"about_ca_topic_score_gemma":0.000003610914,"domain_scores_codex":[0.9996598,0.00001349576,0.00004577398,0.0001318979,0.00004767531,0.0001013057],"domain_scores_gemma":[0.9996821,0.00001584642,0.00001407018,0.0002028913,0.00006702431,0.00001803875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000001345363,0.00005573947,0.0003865129,0.000001692112,0.00001351968,0.00000268546,0.0005303746,2.878644e-7,0.03509337,0.3995593,0.5545703,0.009784766],"study_design_scores_gemma":[0.001339414,0.0006242617,0.1251484,0.0000360735,0.00000591144,0.00005933233,0.001503599,0.03821263,0.4089568,0.02974862,0.3933541,0.00101085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004617698,0.000003539934,0.1909142,0.001540455,0.000147821,0.0003157991,1.599198e-7,0.0000135023,0.8024468],"genre_scores_gemma":[0.9431705,0.000001196201,0.02302837,0.004970644,0.00002221702,0.00007041373,9.258031e-7,0.000003173343,0.02873251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9385529,"threshold_uncertainty_score":0.9976187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03029975303911939,"score_gpt":0.3103565750461221,"score_spread":0.2800568220070027,"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."}}