{"id":"W2954848515","doi":"10.35608/ruraled.v32i3.425","title":"Teaching in Rural Saskatchewan","year":2018,"lang":"en","type":"article","venue":"The Rural Educator","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Mentorship; Practicum; Context (archaeology); Workload; Pedagogy; Rural area; Medical education; Rural community; Teacher education; Qualitative research; Rural management; Sociology; Psychology; Political science; Medicine; Rural development; Management; Social science; Geography; Socioeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001258273,0.00007800671,0.00008069276,0.00005166552,0.001208025,0.00007649786,0.0002993385,0.00005790889,0.0006220794],"category_scores_gemma":[0.00008156987,0.00005607148,0.00003673956,0.0001867562,0.0002534811,0.0001354796,0.00001522186,0.0002056669,0.00034681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003538807,"about_ca_system_score_gemma":0.001907592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.201222,"about_ca_topic_score_gemma":0.1052563,"domain_scores_codex":[0.9989245,0.0002888594,0.0001252699,0.00008232521,0.0001775339,0.0004015108],"domain_scores_gemma":[0.9995465,0.0001179585,0.00005034136,0.0001701801,0.00002852011,0.0000865056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001753533,0.00008660354,0.0139381,0.000003325063,0.000005426084,2.629631e-7,0.9417385,3.943804e-7,0.0002241003,0.007470774,0.007777716,0.02873729],"study_design_scores_gemma":[0.0001203182,0.00005186344,0.0103904,0.00004223508,0.000008924793,0.00000167314,0.8415,0.000007618887,0.0002337779,0.005824965,0.1416403,0.0001779183],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659266,0.0001008125,0.000002496663,0.0115578,0.001764251,0.0001939289,0.000001974683,0.00003751214,0.02041461],"genre_scores_gemma":[0.9884785,0.000009479151,0.00007172101,0.000741218,0.002917419,0.00001364164,0.000004679472,0.000008369308,0.007754931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1338626,"threshold_uncertainty_score":0.9291274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195585492280371,"score_gpt":0.3174398650074785,"score_spread":0.3054840100846748,"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."}}