{"id":"W2794213066","doi":"10.1093/obo/9780199874002-0160","title":"Public Participation GIS, Participatory GIS, and Participatory Mapping","year":2017,"lang":"en","type":"reference-entry","venue":"Geography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Participatory GIS; Geospatial analysis; Citizen journalism; Public participation GIS; Geography; Participatory action research; Volunteered geographic information; Public participation; Geographic information system; Cartography; Environmental planning; Political science; Sociology; Public relations; GIS and public health","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002977529,0.0005466622,0.0008891985,0.001100447,0.003968358,0.000962374,0.0007113245,0.0007742585,0.0002130725],"category_scores_gemma":[0.0007937159,0.0005467574,0.0003881635,0.0006377876,0.001925485,0.001008053,0.0003221862,0.0006259643,0.0001565021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009684949,"about_ca_system_score_gemma":0.0004818322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003012897,"about_ca_topic_score_gemma":0.003846062,"domain_scores_codex":[0.9947814,0.0005983503,0.001044402,0.0006699445,0.001363745,0.001542143],"domain_scores_gemma":[0.9962806,0.0002492712,0.001284937,0.0009141744,0.0006672113,0.0006038044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000131018,0.0001427738,0.6983457,0.000888605,0.0009522411,0.00001391029,0.03524366,0.000001074168,2.349633e-7,0.01659905,0.1647786,0.08302101],"study_design_scores_gemma":[0.0003001702,0.00003146955,0.1326067,0.0004041095,0.0001494467,8.654027e-7,0.00448077,0.000008074491,5.802258e-7,0.001383139,0.8600665,0.0005681905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04283062,0.03926105,0.0001455267,0.003151996,0.006528793,0.00203585,0.0002882341,0.0007391924,0.9050187],"genre_scores_gemma":[0.9208885,0.06705394,0.0001022064,0.0003612983,0.001594163,0.001203,0.0002058226,0.00005921604,0.008531804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8964869,"threshold_uncertainty_score":0.9996984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1856315068017307,"score_gpt":0.3479487752994457,"score_spread":0.1623172684977151,"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."}}