{"id":"W4401258139","doi":"10.5040/9781350406353","title":"The Bloomsbury Handbook of Context and Transformative Leadership in Higher Education","year":2024,"lang":"en","type":"book","venue":"Bloomsbury Publishing Plc eBooks","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformative learning; Context (archaeology); Educational leadership; Sociology; Political science; Pedagogy; History","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":[0.0005272135,0.0007119088,0.0004658705,0.001200574,0.001972876,0.005000576,0.0007662322,0.001325732,0.04104542],"category_scores_gemma":[0.001380219,0.0003977959,0.0003137567,0.001973882,0.002424509,0.004809403,0.002199376,0.00306223,0.01215257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003674718,"about_ca_system_score_gemma":0.004947437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009017599,"about_ca_topic_score_gemma":0.01929724,"domain_scores_codex":[0.9992167,0.0002596221,0.00004096,0.00007302773,0.0003266337,0.00008308242],"domain_scores_gemma":[0.9994785,0.0002486168,0.00003113817,0.00004003119,0.0001055068,0.00009615079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001009806,0.00003213091,0.0002005414,0.0003705462,0.000003399068,0.0001162766,0.002914552,0.0001903807,0.0001666083,0.16648,0.6684852,0.1610301],"study_design_scores_gemma":[0.000001201302,0.000003843535,0.0001777403,0.0002915673,7.606212e-7,0.0000729643,0.0005626376,0.00002106225,0.00002459186,0.01360036,0.9852405,0.000002960382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008605437,0.1408168,0.004459544,0.01448486,0.003286407,0.00009499935,0.0002397736,0.0002143892,0.8355425],"genre_scores_gemma":[0.02022372,0.1001553,0.006440502,0.005237872,0.001269179,0.0001928343,0.0003729087,0.0002051184,0.8659027],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04104542,"threshold_uncertainty_score":0.1373106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08571984367960654,"score_gpt":0.2904150469846643,"score_spread":0.2046952033050577,"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."}}