{"id":"W2072193727","doi":"10.3390/s110302652","title":"New Generation Sensor Web Enablement","year":2011,"lang":"en","type":"review","venue":"Sensors","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":435,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"European Regional Development Fund","keywords":"Sensor web; Interoperability; Web service; Wireless sensor network; Computer science; World Wide Web; Geospatial analysis; Web modeling; Data science; Key distribution in wireless sensor networks; Telecommunications; Computer network; Remote sensing; Wireless","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":[0.001762416,0.001078498,0.000846252,0.002870688,0.0003398431,0.001729464,0.001576737,0.001862949,0.003711086],"category_scores_gemma":[0.002108316,0.0005890945,0.000781002,0.003085,0.0007395374,0.006730515,0.001934227,0.001875718,0.002817419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048951,"about_ca_system_score_gemma":0.001585963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000929145,"about_ca_topic_score_gemma":0.0009332921,"domain_scores_codex":[0.9987213,0.0001769873,0.0001099113,0.0001322447,0.0007563353,0.0001031698],"domain_scores_gemma":[0.9987711,0.0004522168,0.0001462591,0.00009217585,0.0004626571,0.00007556235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004206088,0.00007871576,0.000405435,0.004119546,0.00004068043,0.0004664066,0.0002033314,0.001821162,0.005641115,0.1589575,0.03153146,0.7966926],"study_design_scores_gemma":[0.000005745944,0.00005129203,0.0002697741,0.0007439887,0.00002122459,0.001108245,0.00006752017,0.001084516,0.002846388,0.01090845,0.9828692,0.0000237135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005586613,0.7300476,0.1303469,0.005936585,0.002641033,0.0002817725,0.0003283305,0.001209526,0.1236217],"genre_scores_gemma":[0.03901275,0.8356766,0.06433591,0.00405219,0.001456336,0.0004871346,0.001148683,0.0002307905,0.05359961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003711086,"threshold_uncertainty_score":0.01241475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06469079370003898,"score_gpt":0.2826063394940979,"score_spread":0.2179155457940589,"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."}}