{"id":"W2340604655","doi":"","title":"Women in Educational Leadership:: conceptualizing gendered perceptions in Tanzanian schools","year":2014,"lang":"en","type":"article","venue":"","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Educational leadership; Tanzania; Perception; Nonprobability sampling; Pedagogy; Public relations; Political science; Psychology; Sociology; Socioeconomics; Population","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":[0.003670876,0.0003601067,0.0002571106,0.001960042,0.00408328,0.003796231,0.0005425611,0.0006828249,0.001903528],"category_scores_gemma":[0.002819241,0.000326139,0.0002248743,0.0009591659,0.007360779,0.001990555,0.002565431,0.001054881,0.0001278724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003545198,"about_ca_system_score_gemma":0.002430285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01548053,"about_ca_topic_score_gemma":0.02088114,"domain_scores_codex":[0.9978545,0.001362988,0.00005813321,0.00008121245,0.0002165486,0.0004265284],"domain_scores_gemma":[0.9981359,0.000716334,0.0004854475,0.00002908069,0.0001777815,0.0004553691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003877552,0.00006951812,0.08531358,0.00010939,0.00000811522,0.0004091313,0.8931935,0.00005930237,0.0006837104,0.01134324,0.0004989254,0.008272691],"study_design_scores_gemma":[0.000007768689,0.0000943737,0.06890912,0.0003150285,0.000009952048,0.0001543374,0.9219186,0.0002303147,0.00008417362,0.002115838,0.006147289,0.00001329687],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883829,0.00138869,0.0003596717,0.002229531,0.00002939568,0.00002305868,0.000009114421,0.000003201672,0.007574551],"genre_scores_gemma":[0.9993488,0.0001941968,0.0000758464,0.00009619701,0.00000446951,0.000005826734,0.000002402671,7.0791e-7,0.0002715203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01548053,"threshold_uncertainty_score":0.03078085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2325630487011934,"score_gpt":0.3332870914341519,"score_spread":0.1007240427329585,"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."}}