{"id":"W1670921137","doi":"10.1109/robot.1992.219962","title":"Optimal sensor placement","year":2003,"lang":"en","type":"article","venue":"","topic":"Distributed Sensor Networks and Detection Algorithms","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Wireless sensor network; Position (finance); Computer science; Mathematical optimization; Algorithm; Mathematics; Computer network","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":[],"consensus_categories":[],"category_scores_codex":[0.0001157797,0.00007118917,0.00006316505,0.00003005165,0.00007588974,0.0001179392,0.0001649719,0.00002884273,0.0002538126],"category_scores_gemma":[0.0000136191,0.00006016458,0.00003633414,0.0002233016,0.0000108567,0.0001240813,0.00003267996,0.00005742984,0.0002622511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001921051,"about_ca_system_score_gemma":0.0000164235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002410378,"about_ca_topic_score_gemma":5.472879e-7,"domain_scores_codex":[0.9993221,0.00003259079,0.0001049357,0.0001997331,0.0001452404,0.0001953814],"domain_scores_gemma":[0.9995689,0.00002271429,0.00002193507,0.0002639543,0.00003674914,0.00008576958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008892573,0.0002366703,0.0001135188,0.000004992829,0.00005282665,0.00007428931,0.0001596505,0.08573898,0.0004630511,0.8181304,0.05944743,0.03556928],"study_design_scores_gemma":[0.0006588551,0.0001410019,0.0000976592,0.000003266648,0.000003462674,0.0001136413,0.0001304837,0.3832323,0.01209855,0.0005864999,0.6026091,0.0003251499],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001763481,0.00001990034,0.9347251,0.0001625751,0.0004205244,0.0000522644,6.276225e-7,0.0002104541,0.06264504],"genre_scores_gemma":[0.3573298,0.00001241905,0.6277447,0.0009486346,0.0000701403,0.000009993602,0.000001895408,0.000008726954,0.01387363],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8175439,"threshold_uncertainty_score":0.3370795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183330454136299,"score_gpt":0.2243315172407803,"score_spread":0.2124982126994173,"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."}}