{"id":"W2141607722","doi":"10.1177/0013161x11423391","title":"Walking in Unfamiliar Territory","year":2011,"lang":"en","type":"article","venue":"Educational Administration Quarterly","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Tanzania; Apprenticeship; Face (sociological concept); Pedagogy; Educational leadership; Politics; Professional development; South east; Instructional leadership; Medical education; Sociology; Political science; Public relations; Psychology; Medicine; Social science; Geography; Socioeconomics","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":[0.0003713608,0.0004416161,0.0003889989,0.0004485086,0.006914497,0.002032834,0.0007740023,0.001203171,0.1115464],"category_scores_gemma":[0.001333771,0.0002042491,0.0003339031,0.0005186764,0.001731681,0.002440341,0.005119082,0.001268878,0.0159673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005210963,"about_ca_system_score_gemma":0.0009604146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009028288,"about_ca_topic_score_gemma":0.0246594,"domain_scores_codex":[0.9994609,0.0001491162,0.00001572947,0.00008061939,0.00005777604,0.000235897],"domain_scores_gemma":[0.9993351,0.0000506263,0.00007800319,0.00006911386,0.00008492495,0.0003821661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003545076,0.0006921784,0.1000529,0.001190926,0.0001190467,0.02120462,0.2653969,0.0007118536,0.01207774,0.02924684,0.2577098,0.3112427],"study_design_scores_gemma":[0.00002019994,0.0003536634,0.04649637,0.0008598577,0.0000318564,0.00322428,0.1888894,0.0002316338,0.0004099736,0.002736941,0.756699,0.00004676394],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6204408,0.002691508,0.007690482,0.01126586,0.002666366,0.0002327673,0.0007680898,0.0006243907,0.3536198],"genre_scores_gemma":[0.8181255,0.001304743,0.002686089,0.002952672,0.0002687964,0.0001045947,0.0004754922,0.0001538944,0.1739282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1115464,"threshold_uncertainty_score":0.3731599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05201217879950876,"score_gpt":0.3549108835155788,"score_spread":0.30289870471607,"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."}}