{"id":"W3109954871","doi":"10.30828/real/2020.3.1","title":"Mentoring and Role Modelling in Educational Administration and Leadership: Neoliberal/globalisation, Cross-cultural and Transcultural Issues","year":2020,"lang":"en","type":"article","venue":"Research in Educational Administration & Leadership","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globalization; Political science; Administration (probate law); Educational leadership; Cross-cultural; Sociology; Pedagogy; Law","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":[0.03047629,0.0005423835,0.0005948699,0.001506589,0.01083446,0.0225913,0.002445547,0.003320068,0.004188576],"category_scores_gemma":[0.02144881,0.0003355873,0.0006881934,0.002333476,0.04836622,0.01556481,0.01321247,0.007065678,0.000436198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007676873,"about_ca_system_score_gemma":0.009015707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004788038,"about_ca_topic_score_gemma":0.005781283,"domain_scores_codex":[0.962894,0.03182675,0.0004592163,0.0007456895,0.001717913,0.002356421],"domain_scores_gemma":[0.9675564,0.019385,0.002195014,0.002786579,0.001913962,0.006163005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000513792,0.0001331504,0.00522522,0.0002084304,0.00003097184,0.0007734185,0.4417035,0.0005706084,0.0001405533,0.4958008,0.006719782,0.04864226],"study_design_scores_gemma":[0.00002414361,0.0001175565,0.005536459,0.001289172,0.00002144314,0.00106507,0.590985,0.001150666,0.0003362592,0.1872509,0.2121363,0.00008699716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3273887,0.02493472,0.02653828,0.2761459,0.00308533,0.000122211,0.0000331202,0.0001858267,0.341566],"genre_scores_gemma":[0.9871249,0.003098451,0.001421723,0.002338801,0.0002326031,0.00003688689,0.000007006751,0.00004759971,0.005692069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03047629,"threshold_uncertainty_score":0.161176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6149958959430158,"score_gpt":0.5161329243139636,"score_spread":0.09886297162905222,"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."}}