{"id":"W2268831426","doi":"","title":"Strategic Choices in Developing a Geospatial Web 2.0 Application for Rural Economic Development","year":2012,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McGill University","funders":"","keywords":"Geospatial analysis; The Internet; Perspective (graphical); Knowledge management; Business development; Business; Web application; World Wide Web; Computer science; Marketing; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003340742,0.0001189314,0.0002440475,0.000207891,0.00123941,0.00006736633,0.000246004,0.00006677619,0.000006342033],"category_scores_gemma":[0.00003041032,0.0001026416,0.00003891427,0.0001248268,0.00007374193,0.0005692881,0.00008520602,0.0002391654,0.000007508047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003970781,"about_ca_system_score_gemma":0.0006794931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007908512,"about_ca_topic_score_gemma":0.009317718,"domain_scores_codex":[0.9985307,0.0001878421,0.0007317245,0.00002924786,0.000215071,0.0003054023],"domain_scores_gemma":[0.9990035,0.0001878027,0.0004734759,0.00006428285,0.0001664302,0.0001044999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001280097,0.000238177,0.3341783,0.0002464651,0.0002655702,3.511316e-7,0.4943834,0.00003532097,0.00008240093,0.03105087,0.0001297193,0.1392614],"study_design_scores_gemma":[0.001031678,0.0000474134,0.5565906,0.0002304274,0.00001111789,0.00001384191,0.333248,0.00001940464,0.0001141893,0.0009803418,0.1073978,0.000315161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970035,0.0002975258,0.0003815459,0.000439876,0.0002810854,0.0002970342,0.000001035294,0.00001112234,0.001287276],"genre_scores_gemma":[0.9953032,0.0001711387,0.004233966,0.00007398264,0.0001018628,0.00005297062,0.000006275949,0.000004481426,0.0000520859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2224123,"threshold_uncertainty_score":0.9532666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0443220092573238,"score_gpt":0.3015856356212254,"score_spread":0.2572636263639016,"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."}}