{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003191573,0.0008310922,0.001387957,0.01095193,0.0006703527,0.004076982,0.001256975,0.001590876,0.004443821],"category_scores_gemma":[0.01062349,0.0004429368,0.0006833692,0.01882343,0.001463662,0.007745078,0.001481107,0.001876792,0.002064561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001833859,"about_ca_system_score_gemma":0.005397961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003248759,"about_ca_topic_score_gemma":0.004888474,"domain_scores_codex":[0.9978976,0.0006190526,0.0003502651,0.0002452535,0.0007836976,0.0001041853],"domain_scores_gemma":[0.9869685,0.008215705,0.001026118,0.0003455627,0.003068994,0.0003751341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004111587,0.00004134081,0.0007066965,0.0320677,0.0001030332,0.0001972483,0.0005740396,0.0004303659,0.0004318163,0.01899333,0.09820754,0.8482058],"study_design_scores_gemma":[0.000003388607,0.00002119904,0.001105089,0.01356331,0.00007657093,0.0005176108,0.0005170513,0.0001038614,0.000147073,0.005421019,0.9785032,0.00002067209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002270641,0.9923578,0.0006792446,0.002920005,0.001016737,0.000008477393,0.00005677177,0.0000202347,0.002713716],"genre_scores_gemma":[0.001465629,0.9953247,0.0007947669,0.0008801745,0.0008720362,0.00001024127,0.00008378164,0.00001084406,0.0005577546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01095193,"threshold_uncertainty_score":0.01687884,"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."}}