{"id":"W2008188647","doi":"10.1177/0306312703335008","title":"The World that Changed the Map","year":2003,"lang":"en","type":"article","venue":"Social Studies of Science","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"World map; Epistemology; Sociology; Geography; Cartography; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004766396,0.00008368947,0.0001500532,0.0000674059,0.01596167,0.00007047829,0.0008334062,0.00003255564,0.00002250328],"category_scores_gemma":[0.001230668,0.00004425124,0.0001494964,0.004917564,0.02709373,0.0001362582,0.00009694834,0.0001571475,0.000009322584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006915027,"about_ca_system_score_gemma":0.0001120244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000228291,"about_ca_topic_score_gemma":0.004648565,"domain_scores_codex":[0.997811,0.0002847171,0.0001516942,0.0001989756,0.001024029,0.0005296223],"domain_scores_gemma":[0.998602,0.000779709,0.000118549,0.0001509236,0.0002746184,0.00007414912],"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":[0.000005245593,0.00002699699,0.002453499,0.000004018717,0.00003085045,4.446206e-7,0.03703813,1.860085e-7,0.00002303002,0.9433798,0.009287002,0.007750785],"study_design_scores_gemma":[0.00005391804,0.00001376086,0.003723283,0.000005567435,0.00001132635,3.631285e-8,0.05534929,1.146481e-7,0.00008982459,0.04292446,0.897751,0.00007748021],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03198608,0.04370382,0.00003204105,0.1160206,0.007494082,0.00101121,0.000007690021,0.0001498643,0.7995946],"genre_scores_gemma":[0.9941537,0.001443303,0.00005300674,0.0003127519,0.0002166864,0.00002771472,3.809853e-8,0.000002915797,0.00378982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9621677,"threshold_uncertainty_score":0.9853194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0822286712942127,"score_gpt":0.3678193470666859,"score_spread":0.2855906757724732,"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."}}