{"id":"W2044039428","doi":"10.1145/1357054.1357152","title":"Ingimp","year":2008,"lang":"en","type":"article","venue":"","topic":"Mobile Crowdsensing and Crowdsourcing","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Instrumentation (computer programming); Usability; Dissemination; World Wide Web; Open source; User interface; Software; Focus (optics); Open data; Download; End user; Interface (matter); Human–computer interaction; Software engineering; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002141739,0.001389681,0.0008204108,0.002157901,0.001255263,0.003361169,0.003355921,0.00163975,0.1284447],"category_scores_gemma":[0.007719122,0.001039814,0.001000386,0.001679917,0.000781372,0.003985731,0.0054808,0.001807956,0.1089256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007766419,"about_ca_system_score_gemma":0.00128481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001963792,"about_ca_topic_score_gemma":0.002137283,"domain_scores_codex":[0.9976166,0.0002757478,0.0001588789,0.0006003885,0.001108546,0.0002398648],"domain_scores_gemma":[0.9956072,0.0008738807,0.0002284501,0.001804027,0.001214976,0.000271471],"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":[0.0007726641,0.0001969714,0.003182303,0.0007963659,0.00007183847,0.0004709056,0.001490499,0.001127058,0.01019137,0.02824881,0.4877436,0.4657076],"study_design_scores_gemma":[0.00004583673,0.00007296821,0.00181025,0.00008637938,0.00002460542,0.0003643651,0.0001438569,0.003790225,0.008452272,0.007685456,0.9774681,0.0000555312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.008636495,0.0004720849,0.2888687,0.001088114,0.0006943127,0.001021396,0.02072055,0.4513271,0.2271712],"genre_scores_gemma":[0.08112253,0.0008181607,0.2912539,0.002407249,0.000462332,0.002928129,0.1121859,0.1291882,0.3796338],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8715553,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172566571473269,"score_gpt":0.1958944915313065,"score_spread":0.1786378343839796,"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."}}