{"id":"W2466689702","doi":"","title":"THE ELECTIONMAPPER—A CO-OPERATIVE PROJECT FOR SHOWING GEOSPATIAL DATA","year":2019,"lang":"en","type":"article","venue":"GEOMATICA","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Geography; Cartography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002680406,0.0004582819,0.0003255603,0.003259596,0.002272457,0.003840077,0.001181356,0.0004289072,0.08300319],"category_scores_gemma":[0.008303629,0.0005091887,0.0002011775,0.007084598,0.0006789128,0.00224283,0.002514604,0.0009407377,0.02953861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022503,"about_ca_system_score_gemma":0.01193325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3193679,"about_ca_topic_score_gemma":0.4524378,"domain_scores_codex":[0.9986973,0.0002886017,0.00004390273,0.0001395411,0.0006581791,0.0001724942],"domain_scores_gemma":[0.9941236,0.001030872,0.0003040133,0.0007256884,0.002644424,0.001171478],"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":[0.0001052588,0.00002954642,0.002776378,0.00008147467,0.00001060231,0.00004255861,0.0005616866,0.0002906977,0.001591526,0.008006179,0.8773865,0.1091176],"study_design_scores_gemma":[0.00002951909,0.0000145185,0.005501912,0.00001934907,0.000006463664,0.00002570824,0.0004021588,0.001353706,0.001570793,0.00112739,0.9899269,0.00002148664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02479899,0.0009285866,0.09932283,0.008823011,0.001304875,0.002193113,0.2599713,0.0712972,0.5313602],"genre_scores_gemma":[0.1280342,0.001446534,0.1639035,0.0009851991,0.0002551167,0.001316458,0.1712205,0.01438029,0.5184582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3193679,"threshold_uncertainty_score":0.635018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07143896005856452,"score_gpt":0.3922199588176374,"score_spread":0.3207809987590729,"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."}}