{"id":"W1978582625","doi":"10.1145/1402050.1402052","title":"Better tree - better fruits","year":2008,"lang":"en","type":"article","venue":"","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Network topology; Computer science; Tree (set theory); Topology (electrical circuits); Set (abstract data type); Wireless sensor network; Logical topology; Connected dominating set; Theoretical computer science; Algorithm; Mathematics; Computer network; Combinatorics; Minimum spanning tree","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":[0.001537313,0.0006592752,0.001452689,0.001372288,0.001327984,0.00332725,0.001360568,0.001669123,0.04762653],"category_scores_gemma":[0.009650514,0.0004617766,0.0009852228,0.002232653,0.0009780709,0.008900639,0.002829135,0.001603968,0.008991227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008959835,"about_ca_system_score_gemma":0.0008752626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196061,"about_ca_topic_score_gemma":0.002553165,"domain_scores_codex":[0.9989302,0.0002209514,0.00006503013,0.0003608875,0.0002866357,0.0001363929],"domain_scores_gemma":[0.9963452,0.001162772,0.0002663971,0.001341352,0.0006009378,0.0002833082],"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":[0.000729765,0.0004651342,0.005303377,0.001134482,0.000202395,0.000709811,0.0008116371,0.06704855,0.0166758,0.3813014,0.1359995,0.3896182],"study_design_scores_gemma":[0.0002352288,0.0005702853,0.003064492,0.0001900729,0.0001400497,0.001742127,0.0008396837,0.1547382,0.0121456,0.5240037,0.3021959,0.0001345593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1062365,0.005074995,0.7133573,0.01018099,0.00164138,0.0006452578,0.005279695,0.008021768,0.1495621],"genre_scores_gemma":[0.5133777,0.002977175,0.4221651,0.00296989,0.000491584,0.0003327824,0.005711805,0.002944552,0.04902951],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04762653,"threshold_uncertainty_score":0.1593266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169991505994621,"score_gpt":0.2047097781409081,"score_spread":0.187710627541446,"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."}}