{"id":"W2018783578","doi":"10.1080/1360144x.2012.701086","title":"Of passports, maps, and suitcases: geopolitical metaphors in academic development","year":2012,"lang":"en","type":"article","venue":"The International Journal for Academic Development","topic":"Pragmatism in Philosophy and Education","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geopolitics; Sociology; Mathematics education; Political science; Psychology; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003545737,0.0008475819,0.0004494765,0.002779524,0.006671721,0.01186706,0.001566195,0.004406334,0.01106782],"category_scores_gemma":[0.007351496,0.0004406787,0.0003462625,0.003859248,0.06595189,0.01849862,0.006143208,0.004288752,0.001025553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00410109,"about_ca_system_score_gemma":0.002836922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005001238,"about_ca_topic_score_gemma":0.005039978,"domain_scores_codex":[0.9954931,0.003749758,0.00006493642,0.0001766782,0.0002624426,0.0002532135],"domain_scores_gemma":[0.9967033,0.002021688,0.0002553339,0.0005794843,0.0002048514,0.000235331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000569437,0.000003996983,0.00007862171,0.00001231907,7.414272e-7,0.00003868728,0.01557074,0.00006839559,0.00001802705,0.9819798,0.0007772648,0.00144575],"study_design_scores_gemma":[0.00002177609,0.00002511758,0.0003878321,0.0001465245,0.000008300724,0.0003122841,0.07259931,0.0006076294,0.0001785429,0.8000965,0.1255982,0.00001804128],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06936745,0.005122638,0.0395117,0.04693991,0.0004239451,0.00005051934,0.0001533382,0.0002039737,0.8382264],"genre_scores_gemma":[0.9832656,0.0007932375,0.00290985,0.0004917687,0.00005566327,0.00005500721,0.00002162433,0.00006889207,0.01233822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01186706,"threshold_uncertainty_score":0.03702563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08750130964368243,"score_gpt":0.3360245829544988,"score_spread":0.2485232733108164,"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."}}