{"id":"W4251307882","doi":"10.32920/14639928","title":"Review of web mapping: eras, trends and directions","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Geospatial analysis; Web mapping; World Wide Web; Computer science; Web Coverage Service; Web service; The Internet; Web modeling; Digital mapping; Data Web; Cloud computing; Data science; Geography; Remote sensing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008928824,0.00009844431,0.0003671994,0.0002111646,0.0002544759,0.00005204371,0.0001143661,0.0001117316,0.0005999699],"category_scores_gemma":[0.0001933234,0.000089093,0.0001362164,0.0005712449,0.0001730636,0.00007997133,0.0002715959,0.0001422847,0.000004246216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002560638,"about_ca_system_score_gemma":0.0001568329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003535728,"about_ca_topic_score_gemma":0.002693283,"domain_scores_codex":[0.9989211,0.0001231694,0.0004192102,0.0001475062,0.000265657,0.0001233432],"domain_scores_gemma":[0.999055,0.00005929125,0.0002623012,0.0001878498,0.0003893956,0.00004613085],"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":[0.000002663207,0.0001720135,0.06312431,0.08050508,0.00167127,0.000003918051,0.1915179,0.000003952477,0.0000144222,0.08277211,0.370986,0.2092263],"study_design_scores_gemma":[0.00004852506,0.000003019698,0.007411802,0.007130073,0.00003893621,9.069248e-7,0.01617636,0.000003614304,0.000001197407,0.0001145097,0.968931,0.000140058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001116504,0.1437049,0.00002860989,0.005579152,0.0008489532,0.0002242136,0.00001360018,0.00008704632,0.848397],"genre_scores_gemma":[0.1591307,0.8169708,0.0008815259,0.0006658992,0.0001683596,0.0001215119,0.00003507121,0.000006799879,0.02201941],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8263776,"threshold_uncertainty_score":0.656925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04731890066945325,"score_gpt":0.3306700907362294,"score_spread":0.2833511900667761,"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."}}