{"id":"W2067465848","doi":"10.3138/k63j-1260-8416-863w","title":"The Ability of Elementary School Children to Analyse General Reference and Thematic Maps","year":2004,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic map; Scale (ratio); Representation (politics); Mathematics education; Concept map; Thematic analysis; Cartography; Geography; Psychology; Politics; Qualitative research; Sociology; Social science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006622457,0.0001174758,0.0001035788,0.000351149,0.0003636877,0.0002577654,0.0002071041,0.00005092475,0.0000101012],"category_scores_gemma":[0.0001458826,0.00007772594,0.00007987599,0.000353597,0.00009557897,0.0005079489,0.00003479731,0.0001353199,0.000001668825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002919793,"about_ca_system_score_gemma":0.00002641236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006258588,"about_ca_topic_score_gemma":0.000067031,"domain_scores_codex":[0.9988829,0.0000298608,0.0005355802,0.00007306525,0.0003458259,0.0001327869],"domain_scores_gemma":[0.9989642,0.00007375814,0.0001731479,0.0001067142,0.0005842682,0.00009792512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001288196,0.0002489316,0.1876754,0.000493095,0.003655338,0.000001770727,0.009702656,0.05889484,0.01144578,0.2799798,0.004519458,0.4420948],"study_design_scores_gemma":[0.008472894,0.0008610996,0.77315,0.0006699277,0.0005198052,0.0003975715,0.005917405,0.03922144,0.006957757,0.1388142,0.02384614,0.001171716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973667,0.0002163688,0.02384447,0.001203368,0.0003467069,0.0005028496,0.00007390678,0.00004104773,0.0001043044],"genre_scores_gemma":[0.9973732,0.001339796,0.0004251066,0.0004962643,0.00008221377,0.0000428249,0.0002313424,0.000007114422,0.000002191558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5854747,"threshold_uncertainty_score":0.3169572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007282030574224219,"score_gpt":0.2613011478839845,"score_spread":0.2540191173097603,"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."}}