{"id":"W1538952641","doi":"","title":"Wisdom for the Ages from the Sages: Manitoba Senior Administrators Offer Advice to Aspirants.","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Position (finance); Context (archaeology); Advice (programming); Public relations; Sociology; Senior management; Politics; Work (physics); Career development; Management; Medical education; Psychology; Political science; Pedagogy; Medicine; Engineering; Business; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002187715,0.0001789742,0.000173829,0.0007455472,0.02215362,0.003833707,0.000706313,0.001150925,0.005200351],"category_scores_gemma":[0.007054654,0.0002522125,0.0001171033,0.000853562,0.003661086,0.001044401,0.003082121,0.00204196,0.0008619805],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01267598,"about_ca_system_score_gemma":0.05232323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5899314,"about_ca_topic_score_gemma":0.9241607,"domain_scores_codex":[0.9985738,0.0004819959,0.00003623484,0.0000693188,0.0003649231,0.0004736846],"domain_scores_gemma":[0.9924069,0.0008874882,0.0005947227,0.0001379216,0.001720424,0.004252587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000582289,0.0001265663,0.1376525,0.0001113117,0.00001669016,0.001760906,0.7128193,0.00004716176,0.00171244,0.004671674,0.05573167,0.08529141],"study_design_scores_gemma":[0.000005091003,0.00005766208,0.0876901,0.0001846343,0.0000144278,0.0002847084,0.7690153,0.00004446056,0.0002213272,0.0005837337,0.1418729,0.0000256701],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8933811,0.003454532,0.0003798902,0.05934867,0.0004745196,0.0000566961,0.000103683,0.00005840642,0.04274242],"genre_scores_gemma":[0.9457748,0.002263585,0.0009153846,0.01153976,0.00006842356,0.00002767844,0.00004964172,0.00002875128,0.03933208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.987324,"threshold_uncertainty_score":0.8249672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878957069674801,"score_gpt":0.3086876094543811,"score_spread":0.2898980387576331,"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."}}