{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"c04f6f61da5d","filters":{"venue":"Proceedings/Proceedings - International Conference on Computer Communications and Networks"}},"results":[{"id":"W1977163012","doi":"10.1109/icccn.2006.286274","title":"Efficient and Density-Aware Routing for Wireless Sensor Networks","year":2006,"lang":"en","type":"article","venue":"Proceedings/Proceedings - International Conference on Computer Communications and Networks","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Geographic routing; Computer science; Wireless sensor network; Computer network; Distributed computing; Probabilistic logic; Network topology; Static routing; Topology (electrical circuits); Routing (electronic design automation); Dynamic Source Routing; Routing protocol; Key distribution in wireless sensor networks; Node (physics); Wireless Routing Protocol; Wireless; Wireless network; Engineering; Telecommunications; Artificial intelligence","authors":[{"name":"Ting Wang","is_ca":true},{"name":"Shuang Hao","is_ca":true},{"name":"Ping Wang","is_ca":false},{"name":"Gang Peng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02475255925255399,"gpt":0.2536916397675817,"spread":0.2289390805150277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006387706,0.0005107345,0.0004620746,0.000307877,0.0009892632,0.001648604,0.002091798,0.0002762423,0.000003425224],"category_scores_gemma":[0.00001990235,0.0005182202,0.0001201647,0.0004917494,0.0003184651,0.0003697878,0.001656764,0.0006550899,0.000002169334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160427,"about_ca_system_score_gemma":0.00003202341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003905564,"about_ca_topic_score_gemma":0.00001138038,"domain_scores_codex":[0.9970774,0.00002069697,0.0007068846,0.001066581,0.0004388553,0.0006895686],"domain_scores_gemma":[0.9970523,0.0003440374,0.0005037735,0.0004470831,0.001442933,0.0002099496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004888102,0.0002231117,0.002833565,0.00002695525,0.00007284316,0.00000157216,0.0002718348,0.03068396,0.0001791536,0.940672,0.00108906,0.02389702],"study_design_scores_gemma":[0.0007415853,0.0001659601,0.001424197,0.0003028237,0.00002600985,0.00007150003,0.0001347004,0.9944748,0.00005704701,0.001053455,0.000997785,0.0005501669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1155911,0.0003187789,0.8724939,0.004050786,0.0007386179,0.0006825958,0.000007098703,0.0005216915,0.005595404],"genre_scores_gemma":[0.9305392,0.0004623745,0.06739458,0.0005081786,0.0007733518,0.0001235117,0.00003807909,0.00004642631,0.0001142888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9637908,"threshold_uncertainty_score":0.999727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}