{"id":"W2945323962","doi":"10.1111/cag.12532","title":"Using Geodata and Geolocation in the Social Sciences: Mapping Our Connected World by DavidAbernathy, Sage Publishing, London, 2017, 344 pp., paper $43.70 (ISBN 978‐1473908185)","year":2019,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geolocation; Zhàng; Publishing; Geographer; Citation; Library science; Computer science; World Wide Web; China; Cartography; Art; History; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004185894,0.002084885,0.001181901,0.005219848,0.001526988,0.006518162,0.001180137,0.001754708,0.01845847],"category_scores_gemma":[0.006665492,0.001267251,0.0006956464,0.00979503,0.003636215,0.01042236,0.003770331,0.004962876,0.009708486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00326744,"about_ca_system_score_gemma":0.005889552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03488797,"about_ca_topic_score_gemma":0.07183301,"domain_scores_codex":[0.9980114,0.000775232,0.0001502588,0.0002543936,0.0007274839,0.00008123529],"domain_scores_gemma":[0.9949825,0.003628354,0.0002017563,0.0002104534,0.0007386906,0.0002381716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000157181,0.00001174544,0.0003437703,0.001023321,0.00002249859,0.00004087024,0.00103074,0.0002893976,0.0002030665,0.01391304,0.8129974,0.1701085],"study_design_scores_gemma":[0.000002815314,0.000006231981,0.0007709695,0.001468359,0.000007948917,0.0001349454,0.0007322174,0.0001592444,0.0001128159,0.01137173,0.985211,0.00002177188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005729101,0.8820375,0.01198903,0.06978944,0.01176767,0.00005943824,0.001450661,0.000407103,0.02192636],"genre_scores_gemma":[0.006967389,0.8956755,0.01506787,0.006655475,0.005337252,0.0001166591,0.001697531,0.0006226018,0.06785975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03488797,"threshold_uncertainty_score":0.06936979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03196847905408196,"score_gpt":0.2607139061132218,"score_spread":0.2287454270591399,"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."}}