{"id":"W3173629760","doi":"","title":"Female School Principals in Canada and South Africa: An Overview.","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; Sociology; Political science; Mathematics education; Psychology; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0007886468,0.0008795128,0.0006468703,0.005708169,0.01121223,0.003498312,0.001392312,0.001164463,0.005332719],"category_scores_gemma":[0.001547211,0.0005245563,0.0003098699,0.01285435,0.002561155,0.001169485,0.002364234,0.001131874,0.0005742038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03421507,"about_ca_system_score_gemma":0.08370235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9549822,"about_ca_topic_score_gemma":0.9803805,"domain_scores_codex":[0.9978455,0.0001655312,0.00007100882,0.0001236263,0.0005134609,0.001280733],"domain_scores_gemma":[0.9974627,0.0002084926,0.000331703,0.00001897564,0.000729244,0.001248758],"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":[0.0003983411,0.0002832732,0.3133883,0.005179587,0.00005962867,0.01043402,0.3043487,0.0001478904,0.002098526,0.007594197,0.03084834,0.3252193],"study_design_scores_gemma":[0.00001484889,0.0001516875,0.3972436,0.001831861,0.00004137224,0.003249324,0.3576703,0.00005454421,0.0003178773,0.0002211246,0.2391488,0.0000546126],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7639941,0.1771708,0.0003364664,0.0126973,0.0006477433,0.000493396,0.002004792,0.00005453461,0.04260095],"genre_scores_gemma":[0.791722,0.1788978,0.0006306546,0.002092511,0.000206121,0.0001581452,0.0008706611,0.00003373528,0.0253884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04501784,"threshold_uncertainty_score":0.2482489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.501855224525956,"score_gpt":0.5905677392117883,"score_spread":0.0887125146858323,"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."}}