{"id":"W4236193687","doi":"10.24124/2006/bpgub1307","title":"Recruitment, retention and development of managers in northern British Columbia","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; University of Waterloo","funders":"","keywords":"Patience; Economic shortage; Columbia university; State (computer science); Management; Human resource management; Political science; Geography; Public relations; Sociology; Psychology; Economics; Media studies; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001801155,0.000130545,0.0002610736,0.00134965,0.006541856,0.002386672,0.001137213,0.0006292153,0.004029482],"category_scores_gemma":[0.004279694,0.0003043671,0.00007318355,0.002400785,0.001161689,0.0005767409,0.001639075,0.0008998077,0.0005734403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03643839,"about_ca_system_score_gemma":0.06346602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9730999,"about_ca_topic_score_gemma":0.994186,"domain_scores_codex":[0.9981599,0.0003412074,0.00006558239,0.0001492212,0.0003714942,0.0009125576],"domain_scores_gemma":[0.994729,0.0004998103,0.000494801,0.0000801551,0.00192495,0.002271364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004139946,0.0003918953,0.6632258,0.0005751025,0.00003117567,0.002603395,0.1340663,0.0007094527,0.0033968,0.001845374,0.03012503,0.1626157],"study_design_scores_gemma":[0.00001223063,0.0001014849,0.7984536,0.0003312324,0.00000827591,0.0001620665,0.1747048,0.0002967223,0.0002786433,0.0001485468,0.0254612,0.00004111345],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984445,0.0008939675,0.00007342031,0.002560447,0.00002075983,0.00006895667,0.000282472,0.00001181174,0.0116431],"genre_scores_gemma":[0.9724813,0.001122128,0.0003044438,0.001015205,0.000007045308,0.00009039399,0.0002320681,0.000007375966,0.02474004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03643839,"threshold_uncertainty_score":0.2643803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06086572441291387,"score_gpt":0.3507571640170713,"score_spread":0.2898914396041574,"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."}}