{"id":"W2010933456","doi":"10.3138/u500-84u2-5652-4973","title":"The Surveyor's Model of the World: The Uses and Abuses of History in Introductory Surveying Textbooks","year":2004,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surveyor; Acknowledgement; Power (physics); State (computer science); Quality (philosophy); History; Sociology; Law; Political science; Geography; Epistemology; Cartography; Computer science; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00454509,0.0001444244,0.0001762955,0.0006104017,0.001388534,0.0001642152,0.0007405163,0.00009431189,0.000005525136],"category_scores_gemma":[0.000901941,0.00007478942,0.0002586476,0.001321753,0.001924627,0.0005637135,0.00008888858,0.0003275071,1.490288e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006805943,"about_ca_system_score_gemma":0.0002191712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027152,"about_ca_topic_score_gemma":0.007911376,"domain_scores_codex":[0.9976296,0.0004039774,0.0007806983,0.0001216052,0.0008153271,0.0002487565],"domain_scores_gemma":[0.9972115,0.0008417387,0.0006869719,0.0002066426,0.0009815434,0.0000716242],"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":[0.0003019695,0.0001106762,0.1303061,0.00005190272,0.0002750281,2.986685e-7,0.0303607,0.004884357,0.0001323106,0.8155062,0.001291175,0.01677922],"study_design_scores_gemma":[0.002467243,0.0001453874,0.1926581,0.0003097848,0.0001614031,0.00001894365,0.0099022,0.002553581,0.0001611133,0.1312761,0.659873,0.0004731466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457332,0.01169331,0.007280229,0.02558875,0.005227666,0.001960742,0.0001014414,0.00005989058,0.002354779],"genre_scores_gemma":[0.9931168,0.005884753,0.00004524468,0.0006918437,0.000126279,0.00003140287,0.000009111998,0.00000716258,0.00008742316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6842301,"threshold_uncertainty_score":0.9999115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02443259169042346,"score_gpt":0.2963951073627509,"score_spread":0.2719625156723274,"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."}}