{"id":"W7100041994","doi":"","title":"Compass Routing on Geometric Networks","year":2008,"lang":"en","type":"article","venue":"","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visitor pattern; Compass; Routing (electronic design automation); Natural (archaeology); Pedestrian; Point (geometry); Position (finance)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002013865,0.00009622103,0.0001112041,0.0002431501,0.0003577329,0.00007544881,0.001184589,0.00003807855,0.00002079045],"category_scores_gemma":[0.00005201108,0.00008532584,0.00003286483,0.001069519,0.00004099801,0.0001943703,0.0004336877,0.0001969039,0.0001508104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004661307,"about_ca_system_score_gemma":0.0000341213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005032229,"about_ca_topic_score_gemma":0.000002589644,"domain_scores_codex":[0.999164,0.0000610825,0.0001485951,0.0001370734,0.0002180096,0.0002712071],"domain_scores_gemma":[0.9988722,0.0003704981,0.00004150729,0.0006159998,0.00005707333,0.00004275389],"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":[0.000006517699,0.0002099173,0.02202577,0.00001037009,0.00005167353,0.0001283526,0.003709929,0.03045353,0.000005802683,0.8058338,0.09015402,0.04741029],"study_design_scores_gemma":[0.0004872332,0.0001839584,0.1438283,0.00005977692,0.000002127246,0.0002056806,0.00009797799,0.8363712,0.0008864145,0.001430405,0.01578351,0.0006634631],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02936907,0.00004405844,0.8889515,0.0006094484,0.0005120657,0.00005075908,7.202222e-8,0.0004442354,0.08001882],"genre_scores_gemma":[0.9592611,0.00002158274,0.0377024,0.001390577,0.00006283146,0.000003355974,8.014436e-7,0.000006065484,0.001551301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.929892,"threshold_uncertainty_score":0.3479487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04989024178800345,"score_gpt":0.2423230418821217,"score_spread":0.1924328000941183,"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."}}