{"id":"W1526839813","doi":"10.4271/2007-01-1107","title":"A Navigation Assistance Agent: Mobile LBS Web Service","year":2007,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer science; Web service; Service (business); Location-based service; World Wide Web; Computer network; Business","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001867439,0.0007870486,0.0009040724,0.0003393819,0.000626147,0.0003879743,0.003316848,0.0007368785,0.0002367083],"category_scores_gemma":[0.0003752529,0.0007040715,0.0005031339,0.003069269,0.0005099374,0.001379796,0.001044017,0.001285165,0.0004993149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003776434,"about_ca_system_score_gemma":0.0001721821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008203043,"about_ca_topic_score_gemma":0.06375685,"domain_scores_codex":[0.9938285,0.000179931,0.00132559,0.001888952,0.001483016,0.001294049],"domain_scores_gemma":[0.9951365,0.0006092395,0.0004069879,0.003003926,0.0002564774,0.0005868712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009706103,0.0003889378,0.0001903309,0.00005197091,0.00005490462,0.0001463838,0.00006940394,0.00002832137,0.9569486,0.01807284,0.003268525,0.02068267],"study_design_scores_gemma":[0.0006381696,0.0007648161,0.8399027,0.0003258609,0.00008882784,0.0001302508,0.000138168,0.000003650891,0.0003611678,0.001514343,0.1551675,0.0009645492],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8694672,0.001168159,0.0004804689,0.0114276,0.0009476167,0.001710111,0.0002054032,0.01032413,0.1042693],"genre_scores_gemma":[0.9715111,0.0001535932,0.02311298,0.003975432,0.0001999247,0.0002074088,0.0001194236,0.00007781813,0.0006423363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9565875,"threshold_uncertainty_score":0.999541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130035261887528,"score_gpt":0.2606514431565763,"score_spread":0.2476479169678235,"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."}}