{"id":"W168535207","doi":"10.1007/978-3-540-72029-4_12","title":"An Open Source Development Framework in Support of Cartographic Integration","year":2008,"lang":"en","type":"book-chapter","venue":"Lecture notes in geoinformation and cartography","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Metadata; Context (archaeology); Data science; World Wide Web; Atlas (anatomy); Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004949244,0.001104238,0.0008651848,0.002213944,0.00124678,0.004829845,0.004023231,0.001803525,0.01335771],"category_scores_gemma":[0.01274718,0.001629376,0.001639879,0.002413594,0.001175606,0.005956025,0.008599243,0.002766606,0.007604023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007918529,"about_ca_system_score_gemma":0.002700074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344203,"about_ca_topic_score_gemma":0.003869713,"domain_scores_codex":[0.9967828,0.0005958009,0.0004193475,0.0004360842,0.001515127,0.0002508149],"domain_scores_gemma":[0.9941881,0.002212725,0.0002652667,0.001645178,0.001228031,0.0004607647],"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":[0.0005326668,0.0006709987,0.003087757,0.0009154626,0.0002082878,0.001587476,0.003780963,0.02440596,0.02842286,0.1346079,0.1126057,0.6891739],"study_design_scores_gemma":[0.0003280818,0.0001528157,0.001749313,0.0004094125,0.0001584267,0.001521662,0.0005020314,0.2316722,0.0356348,0.1125331,0.6150875,0.0002505801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.001831393,0.00006676745,0.9343891,0.0002221114,0.0000746872,0.0002335851,0.0005676227,0.05721297,0.005401711],"genre_scores_gemma":[0.03045779,0.0002298248,0.9306738,0.0001627936,0.00004526869,0.0006503922,0.006390055,0.02123255,0.01015753],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01335771,"threshold_uncertainty_score":0.04468596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933102206997607,"score_gpt":0.278511048144051,"score_spread":0.2591800260740749,"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."}}