{"id":"W4408398881","doi":"10.3138/cart-2023-0018","title":"Uninhabited, Unused, Untravelled, or Uncharted? Sparsely or Unpopulated Areas and Gridded Population Data","year":2024,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Geography; Cartography; Population; Remote sensing; Demography; Sociology","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":[0.003550471,0.0002759234,0.0006693626,0.00257305,0.0008460093,0.0065378,0.001169316,0.0008151954,0.002344947],"category_scores_gemma":[0.02319185,0.0003865211,0.0004331448,0.008295736,0.004984407,0.006845927,0.002964848,0.001746445,0.0006143961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227785,"about_ca_system_score_gemma":0.0009527503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016758,"about_ca_topic_score_gemma":0.01207503,"domain_scores_codex":[0.9965404,0.002002076,0.0002719176,0.0004568086,0.000591729,0.0001370495],"domain_scores_gemma":[0.9781742,0.01512904,0.00190477,0.003020388,0.001349255,0.0004223401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001918376,0.00006932864,0.1119979,0.001089176,0.000165823,0.0006043417,0.01658311,0.02328711,0.0006886766,0.5435719,0.03564681,0.266104],"study_design_scores_gemma":[0.0000257021,0.00006397926,0.05227444,0.001709561,0.00007300908,0.0009798153,0.02893769,0.03219905,0.001394255,0.5311378,0.3510231,0.0001817216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2911312,0.02108976,0.5242167,0.07836045,0.002226529,0.0002419779,0.01941566,0.001049589,0.0622682],"genre_scores_gemma":[0.7979066,0.008579939,0.1727286,0.003881476,0.0005950397,0.0002793242,0.009402797,0.0003707863,0.006255554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01016758,"threshold_uncertainty_score":0.02021676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06767964092432899,"score_gpt":0.3622172354442316,"score_spread":0.2945375945199026,"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."}}