{"id":"W2043579848","doi":"10.1080/03098260903093646","title":"Teaching Research Methods Courses in Human Geography: Critical Reflections","year":2010,"lang":"en","type":"article","venue":"Journal of Geography in Higher Education","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Simon Fraser University","funders":"","keywords":"Transformative learning; Scholarship of Teaching and Learning; Journaling file system; Reflexivity; Scholarship; Teaching method; Mathematics education; Process (computing); Pedagogy; Psychology; Sociology; Computer science; Teaching and learning center; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01009014,0.0001313006,0.0002474988,0.004558702,0.0008204904,0.0001957745,0.0004856552,0.0002479677,0.0009600068],"category_scores_gemma":[0.000811205,0.0001343302,0.0002372852,0.001908315,0.0007474227,0.0005597029,0.00002303166,0.002368262,0.000004223118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008094961,"about_ca_system_score_gemma":0.0009405866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02265162,"about_ca_topic_score_gemma":0.007579166,"domain_scores_codex":[0.9955341,0.002321209,0.0006922726,0.0002371752,0.0006814837,0.0005337145],"domain_scores_gemma":[0.9972291,0.001091851,0.0002246817,0.000248497,0.0009187189,0.0002871256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001439834,0.001325229,0.8402799,0.00001384197,0.0000160069,0.000002026266,0.007468422,0.000002291533,0.002088017,0.1385051,0.0006959595,0.009588799],"study_design_scores_gemma":[0.0001546722,0.00007821075,0.7198634,0.00005713198,0.00001438212,0.000006322764,0.009975976,3.222778e-7,0.00003289104,0.05335995,0.2163389,0.0001179419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028834,0.0008951168,0.00002702379,0.02713596,0.008189953,0.0002238619,0.000001263216,0.00002314441,0.06062027],"genre_scores_gemma":[0.984703,0.0001155391,0.01268491,0.0002280731,0.001727106,0.00003841449,0.000002631529,0.00001383027,0.0004865071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2156429,"threshold_uncertainty_score":0.9999533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1908012554050216,"score_gpt":0.6120846578726665,"score_spread":0.421283402467645,"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."}}