{"id":"W2278525775","doi":"10.4271/2005-01-1599","title":"A Navigation Assistance Agent: Online Access to LBS","year":2005,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Xiamen University; Jilin University","keywords":"Computer science; World Wide Web","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":[0.0007254099,0.0007402363,0.0007250507,0.0003220204,0.0004535644,0.0008865317,0.005268846,0.0004139676,0.0002725081],"category_scores_gemma":[0.0003556878,0.0006623505,0.000341472,0.001976265,0.0003774398,0.003506544,0.002575615,0.0009369779,0.000535964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003848356,"about_ca_system_score_gemma":0.00007902966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002909122,"about_ca_topic_score_gemma":0.03721784,"domain_scores_codex":[0.9944845,0.0001319917,0.00107418,0.001831903,0.001371326,0.001106087],"domain_scores_gemma":[0.9961483,0.0002302395,0.0002686763,0.002659024,0.0001408565,0.0005528441],"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":[0.0001313473,0.0009793767,0.0001231337,0.00005459191,0.0000517607,0.0001099075,0.00004466451,0.00008504139,0.7024454,0.0661045,0.03253247,0.1973378],"study_design_scores_gemma":[0.0004298068,0.0004782461,0.6771646,0.0001816342,0.0000276347,0.00002591915,0.00001568348,0.000002506689,0.0001037726,0.001659515,0.3192731,0.000637648],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.484049,0.001376587,0.002669826,0.2483865,0.003129278,0.008560433,0.0008389283,0.02615379,0.2248356],"genre_scores_gemma":[0.9191624,0.0001666967,0.06790301,0.01061322,0.0003837622,0.0002726549,0.0001628902,0.00007244784,0.001262933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7023416,"threshold_uncertainty_score":0.9995828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326609507865848,"score_gpt":0.2917587890252124,"score_spread":0.268492693946554,"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."}}