{"id":"W2070746988","doi":"10.1145/1141753.1141875","title":"ETANA-GIS","year":2006,"lang":"en","type":"article","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Computer science; Digital mapping; Geospatial analysis; Geographic information system; World Wide Web; Porting; Metadata; Documentation; Information retrieval; Representation (politics); Digital library; Database; Software; Geography; Remote sensing","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":[],"consensus_categories":[],"category_scores_codex":[0.000292476,0.00002615147,0.00004254737,0.000040922,0.0003578877,0.00003306385,0.00005894518,0.00002305905,0.0003666837],"category_scores_gemma":[0.00001858361,0.00002182999,0.00002593086,0.0001975981,0.00008494207,0.0001246842,0.0000101204,0.00001668483,0.0003815842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001363419,"about_ca_system_score_gemma":0.00001425982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02342769,"about_ca_topic_score_gemma":0.01756378,"domain_scores_codex":[0.9995345,0.0000169447,0.0001013913,0.00003641164,0.0001886384,0.0001220445],"domain_scores_gemma":[0.9998156,0.0000229051,0.00002713825,0.00004865177,0.0000695754,0.00001613904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[2.190251e-7,0.000003929766,0.0306868,0.000001301783,0.000003291679,2.216949e-7,0.003101702,0.000002437866,0.000001818772,0.9262696,0.0394868,0.0004418925],"study_design_scores_gemma":[0.00005326435,0.000002355971,0.02983062,0.000001469405,0.000001588478,1.598434e-7,0.0119715,0.000003758816,0.000009291602,0.005718907,0.9523557,0.00005141964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01448886,0.00003788362,0.0003503278,0.001675933,0.0001542607,0.00006602207,4.695372e-7,0.0001083017,0.9831179],"genre_scores_gemma":[0.9611029,0.000006847,0.0001943827,0.0001416332,0.0001235369,0.000005325453,6.536862e-7,0.000001063167,0.03842365],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.946614,"threshold_uncertainty_score":0.9830754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241545183953794,"score_gpt":0.2697376225719402,"score_spread":0.2573221707324023,"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."}}