{"id":"W2053271839","doi":"10.1145/2451716.2451721","title":"Testing of sensor observation services","year":2012,"lang":"en","type":"article","venue":"","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sensor web; Server; Computer science; Web service; Geospatial analysis; Web Coverage Service; Web server; Service (business); Response time; Interface (matter); Database; World Wide Web; Operating system; Remote sensing; The Internet; Web application security; Web development; Wireless; Key distribution in wireless sensor networks","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":[],"consensus_categories":[],"category_scores_codex":[0.005443886,0.001433116,0.0008656812,0.0007338578,0.0008272022,0.001354385,0.002974211,0.001506403,0.003687762],"category_scores_gemma":[0.03220452,0.000636556,0.0006084086,0.001007893,0.001174584,0.002775374,0.001792302,0.001271173,0.001264089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157659,"about_ca_system_score_gemma":0.00186435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006657945,"about_ca_topic_score_gemma":0.002616413,"domain_scores_codex":[0.986067,0.002964402,0.001244458,0.001760094,0.006358001,0.001606024],"domain_scores_gemma":[0.963526,0.01732727,0.001914917,0.007447858,0.00836429,0.001419668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01339313,0.007573599,0.1928365,0.002139418,0.0008446602,0.004437562,0.005004938,0.1873781,0.3695427,0.01115368,0.01570479,0.1899909],"study_design_scores_gemma":[0.0005333939,0.003384925,0.0494206,0.00007008739,0.0001642124,0.001036542,0.001822678,0.5354303,0.3942259,0.002092432,0.01168435,0.0001345632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749289,0.0001044783,0.01760252,0.0002146727,0.00007237707,0.0003640047,0.0007801989,0.003569448,0.002363327],"genre_scores_gemma":[0.9864962,0.00005789507,0.01032453,0.0001124702,0.00001604092,0.000215549,0.001117095,0.0003291291,0.00133119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006657945,"threshold_uncertainty_score":0.02879035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05635409759770819,"score_gpt":0.2529947195241233,"score_spread":0.1966406219264152,"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."}}