{"id":"W2562435195","doi":"10.1080/13603124.2016.1259507","title":"Leadership as a subversive activity: principals’ perceptions","year":2016,"lang":"en","type":"article","venue":"International Journal of Leadership in Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Subversion; Qualitative research; Normative; Perception; Feeling; Educational leadership; Teacher leadership; Psychology; Leadership; Semi-structured interview; Pedagogy; Social psychology; Politics; Sociology; Leadership style; Public relations; Political science; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005236981,0.000237754,0.0004449891,0.001007545,0.003391374,0.005001034,0.0005352217,0.0007826098,0.002887919],"category_scores_gemma":[0.009123508,0.0004111837,0.000221911,0.0007774971,0.003794155,0.002358847,0.002263109,0.001916446,0.0004765579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130429,"about_ca_system_score_gemma":0.002307595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004089234,"about_ca_topic_score_gemma":0.007096076,"domain_scores_codex":[0.9945298,0.003132163,0.0001989041,0.0002751389,0.001078864,0.0007851018],"domain_scores_gemma":[0.9894534,0.002742304,0.002359553,0.000339704,0.001823775,0.003281241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001034182,0.0002809975,0.1641148,0.0001861193,0.0000215824,0.0009573799,0.8054106,0.00007756423,0.002338929,0.002383417,0.001163049,0.02296205],"study_design_scores_gemma":[0.00001429597,0.0003784062,0.06597532,0.0001090622,0.00001202517,0.0005882336,0.9184204,0.0001546793,0.0003031742,0.0004399169,0.01357647,0.00002788087],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943402,0.0003204652,0.0005819428,0.0008150248,0.00002761585,0.00001938389,0.000007789179,0.00001186802,0.003875738],"genre_scores_gemma":[0.9987853,0.0001899201,0.0001148639,0.0000956502,0.000008124585,0.000006497678,0.000006440415,0.000003390315,0.0007898264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005236981,"threshold_uncertainty_score":0.02769613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3424811146159529,"score_gpt":0.4454951272633338,"score_spread":0.103014012647381,"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."}}