{"id":"W4252627822","doi":"10.1007/978-1-4939-7131-2_101240","title":"Spatial-Textual Web Search","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; World Wide Web; Information retrieval","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":[0.0007846073,0.0006608776,0.000401174,0.002789629,0.0008077721,0.00462398,0.001106225,0.0009354165,0.05841051],"category_scores_gemma":[0.005884175,0.0003475138,0.0004762786,0.00456555,0.001177247,0.01029777,0.002080161,0.0007652646,0.01895133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768606,"about_ca_system_score_gemma":0.001256747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008009895,"about_ca_topic_score_gemma":0.01197551,"domain_scores_codex":[0.9991338,0.0002149967,0.00006285246,0.00009957823,0.0004280952,0.00006073017],"domain_scores_gemma":[0.9975822,0.001313014,0.00008601294,0.0004895925,0.0004602415,0.00006894251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007777967,0.00006064527,0.0006252404,0.001087989,0.00002934952,0.0001173689,0.0007273884,0.002989822,0.0025557,0.2969828,0.1811769,0.513569],"study_design_scores_gemma":[0.0000187634,0.00002538155,0.001150303,0.0005530072,0.00004750067,0.0006151035,0.000862424,0.02787764,0.004935729,0.2131782,0.7506921,0.00004380978],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0114201,0.01684486,0.170984,0.006749515,0.001070405,0.0001350929,0.004193596,0.004817861,0.7837846],"genre_scores_gemma":[0.2391965,0.02022417,0.09689977,0.00196582,0.001641046,0.0001685192,0.01224254,0.002361995,0.6252997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05841051,"threshold_uncertainty_score":0.1954026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04475985866561936,"score_gpt":0.3004816133937038,"score_spread":0.2557217547280844,"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."}}