{"id":"W219530811","doi":"","title":"Using GIS to assess the utility of an integrated WNV surveillance system in Saskatchewan.","year":2004,"lang":"en","type":"article","venue":"","topic":"IoT and GPS-based Vehicle Safety Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Computer science; Environmental planning","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":[0.0007011171,0.0001439264,0.000269827,0.0000729743,0.00003254851,0.00002253283,0.0002062718,0.00008276186,0.00001518348],"category_scores_gemma":[0.00001483818,0.0001026073,0.00004409042,0.0005142178,0.00002282958,0.00009800133,0.0000183552,0.0001374583,0.000009042056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001847874,"about_ca_system_score_gemma":0.00007622554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009213657,"about_ca_topic_score_gemma":0.01679521,"domain_scores_codex":[0.9989765,0.00009492302,0.00037924,0.0001587762,0.0001529033,0.0002376369],"domain_scores_gemma":[0.9994139,0.00005124633,0.00003213721,0.0003672182,0.00007024939,0.00006521407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001452394,0.0001712301,0.0464594,0.00137694,0.0001184068,0.00005094968,0.006774533,0.8676189,0.05928819,0.0006738518,0.0001641244,0.01715822],"study_design_scores_gemma":[0.001243462,0.00009235874,0.1110269,0.0005817596,0.00001121614,0.00003270197,0.02469069,0.8006224,0.06045745,0.00003589259,0.0006340781,0.0005710775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573896,0.0000437315,0.03987335,0.00002604392,0.0003228022,0.0003000112,0.00001795718,0.0001998762,0.001826641],"genre_scores_gemma":[0.998521,5.136017e-7,0.001359412,0.00001478904,0.00004591791,0.000007655651,0.000005472921,0.00002165229,0.00002357766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06699648,"threshold_uncertainty_score":0.9973841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03397775354023561,"score_gpt":0.2626866884510247,"score_spread":0.2287089349107891,"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."}}