{"id":"W4321377464","doi":"10.3390/app13042597","title":"Lower Bound for Sculpture Garden Problem: Localization of IoT Devices","year":2023,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Canada West","funders":"","keywords":"Monotone polygon; Conjecture; Polygon (computer graphics); Vertex (graph theory); Guard (computer science); Sculpture; Combinatorics; Computer science; Upper and lower bounds; Mathematics; Theoretical computer science; Art; Geometry; Visual arts","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":[0.002239994,0.002296013,0.002601988,0.001529761,0.002384825,0.004723605,0.005532226,0.003101324,0.01726675],"category_scores_gemma":[0.01634956,0.0008480832,0.002587149,0.002304401,0.002641755,0.01216094,0.004839254,0.005507237,0.00188091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002975387,"about_ca_system_score_gemma":0.001734343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002805157,"about_ca_topic_score_gemma":0.003194857,"domain_scores_codex":[0.9969043,0.0007183537,0.0001384518,0.0007841946,0.0006556698,0.0007990543],"domain_scores_gemma":[0.9859586,0.01058816,0.0007181471,0.001133555,0.0007324129,0.0008690993],"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":[0.001417658,0.0006228679,0.006366764,0.002988629,0.0003486241,0.0007398228,0.001114879,0.3822632,0.009644463,0.4104597,0.06483836,0.119195],"study_design_scores_gemma":[0.0001180786,0.0002461975,0.0009983139,0.0002099751,0.0001546634,0.0005868245,0.0004264994,0.5907264,0.003131688,0.3899491,0.01338818,0.00006403321],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.127353,0.007352807,0.7685487,0.01080571,0.0007356735,0.000430937,0.002402713,0.001329767,0.08104074],"genre_scores_gemma":[0.6590585,0.00531539,0.3031474,0.001841708,0.00104011,0.0007160471,0.004245776,0.001106943,0.02352815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01726675,"threshold_uncertainty_score":0.05776304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609842024207973,"score_gpt":0.2757502606391312,"score_spread":0.2496518403970515,"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."}}