{"id":"W2588652273","doi":"","title":"PBS software: maps, spatial analysis, and other utilities","year":2003,"lang":"en","type":"article","venue":"","topic":"Data Analysis with R","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software; Geographic coordinate system; Geographic information system; Documentation; Computer science; Spatial analysis; Software engineering; Mercator projection; Geography; Database; Computer graphics (images); Cartography; Programming language; 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":[0.0002871969,0.0001124033,0.0002005508,0.0002270317,0.0000730358,0.0002255784,0.0004202367,0.00003560069,0.0004570137],"category_scores_gemma":[0.0000630521,0.0000896128,0.00008103151,0.0008189406,0.00007323088,0.0003236319,0.0001279474,0.00005270929,0.00008134415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001213454,"about_ca_system_score_gemma":0.00003205554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000860516,"about_ca_topic_score_gemma":0.001151776,"domain_scores_codex":[0.9989215,0.00008423494,0.0001732823,0.0003822084,0.0002300264,0.0002087725],"domain_scores_gemma":[0.9990526,0.00005590948,0.00004753072,0.0007201689,0.0000360379,0.000087751],"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":[0.000004673004,0.0001240236,0.4090541,0.00001720289,0.00141675,0.00001990225,0.000839595,0.0000695325,0.00006782299,0.5124445,0.01358152,0.06236038],"study_design_scores_gemma":[0.001366881,0.0001727008,0.09150417,0.0000142492,0.001341685,0.00004668171,0.0003895999,0.0718118,0.007231491,0.05522821,0.7691602,0.001732326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001651127,0.0001460478,0.9901184,0.000191283,0.00006072342,0.00004005596,0.00001100812,0.0001299021,0.007651389],"genre_scores_gemma":[0.7500015,0.00001181271,0.2418585,0.001735872,0.00002909269,0.000007623453,0.0000117368,0.00001008046,0.0063338],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7555787,"threshold_uncertainty_score":0.500398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250553338361099,"score_gpt":0.2319564373204513,"score_spread":0.2194509039368403,"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."}}