{"id":"W2160014310","doi":"10.1177/0309132515575940","title":"Teaching the history of geography","year":2015,"lang":"en","type":"article","venue":"Progress in Human Geography","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discipline; Professionalization; Curriculum; Identity (music); State (computer science); Five themes of geography; Critical geography; Sociology; Historical geography; Geography; Pedagogy; Social science; Political science; Human geography; Development geography; Aesthetics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003808576,0.0002504005,0.0003928087,0.001048149,0.0005333417,0.00004883951,0.001095636,0.0002310963,0.00008306062],"category_scores_gemma":[0.0001489434,0.0001996482,0.0005556753,0.002096921,0.004064377,0.0002895692,0.0001251833,0.0007655194,0.000005687408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001471565,"about_ca_system_score_gemma":0.0001487005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006487684,"about_ca_topic_score_gemma":0.0009377532,"domain_scores_codex":[0.9961007,0.001032388,0.0006011091,0.0004496464,0.001076282,0.0007398521],"domain_scores_gemma":[0.9983627,0.000216745,0.0002842917,0.0005588298,0.0002264188,0.0003510193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003058689,0.0004041739,0.8756661,0.00002338804,0.0000517426,0.000009670945,0.01308891,0.000002586926,0.000001777262,0.08526497,0.002850482,0.02260558],"study_design_scores_gemma":[0.0005526145,0.000161296,0.08591046,0.00005803919,0.0000419337,6.978146e-7,0.001846405,0.000005377731,0.000002452967,0.0323332,0.8787578,0.000329696],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3603408,0.1471341,0.0001013629,0.003935491,0.005047416,0.001910937,0.00001808766,0.0006861828,0.4808256],"genre_scores_gemma":[0.9980516,0.0001689419,0.0005657047,0.0002059103,0.0003101044,0.0001477924,0.000006715904,0.00002235177,0.0005209246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8759074,"threshold_uncertainty_score":0.998646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03662154606969262,"score_gpt":0.3140378801137832,"score_spread":0.2774163340440906,"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."}}