{"id":"W2063725331","doi":"10.3138/carto.47.4.1506","title":"Open-Source Technology for Land Use in Hispanoamerica","year":2012,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Environmental and Ecological Studies","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Documentation; Cadastre; Computer science; Software; Software engineering; Warranty; Open source software; Software documentation; Open source; Field (mathematics); Software development; Software construction; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001498126,0.0007376992,0.000463152,0.004929794,0.0008929341,0.003366352,0.0012909,0.0005861636,0.01736624],"category_scores_gemma":[0.004947136,0.0005796333,0.0006593887,0.008536215,0.0006177889,0.003593795,0.002188438,0.0009315321,0.005266902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126188,"about_ca_system_score_gemma":0.002122457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01385387,"about_ca_topic_score_gemma":0.01463019,"domain_scores_codex":[0.9991584,0.0001833163,0.0001069243,0.0001544491,0.0003345259,0.00006230298],"domain_scores_gemma":[0.9958678,0.002144289,0.0003067725,0.0008204246,0.0006741508,0.0001865205],"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":[0.0001779312,0.0001346777,0.01008157,0.001854137,0.0001175734,0.001475675,0.008099713,0.009237371,0.005492936,0.04010563,0.06088107,0.8623417],"study_design_scores_gemma":[0.00004207433,0.00004554138,0.02716899,0.0006669924,0.00006178553,0.0008890998,0.001679136,0.01187243,0.003806252,0.0179989,0.9356524,0.0001164425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06475773,0.008270561,0.6308759,0.001777781,0.0005692006,0.0008102155,0.02456531,0.05486946,0.2135038],"genre_scores_gemma":[0.2253508,0.008301215,0.658121,0.0002835286,0.0003240377,0.00155728,0.03472007,0.01303806,0.05830401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01736624,"threshold_uncertainty_score":0.05809581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066993342707174,"score_gpt":0.2792601980018695,"score_spread":0.2585902645747978,"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."}}