{"id":"W2745741089","doi":"10.1177/1741143217717278","title":"Generation X leaders from London, New York and Toronto","year":2017,"lang":"en","type":"article","venue":"Educational Management Administration & Leadership","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Identity (music); Sociology; Negotiation; Context (archaeology); Ethnic group; Social identity theory; Identity negotiation; Public relations; Focus group; Gender studies; Social group; Political science; Social science","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":[0.0004313419,0.0002296201,0.0001714749,0.00106625,0.005514771,0.001693282,0.0004303316,0.0003624024,0.01276116],"category_scores_gemma":[0.001146158,0.0002159879,0.0001272994,0.001675018,0.001279471,0.000725485,0.001765064,0.0006051167,0.001287915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00948127,"about_ca_system_score_gemma":0.01157072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7636841,"about_ca_topic_score_gemma":0.9431279,"domain_scores_codex":[0.9993956,0.00007139592,0.00001684854,0.0000580577,0.0001003236,0.0003577918],"domain_scores_gemma":[0.9984591,0.0001538247,0.0001755177,0.00004741198,0.0003111847,0.000852919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004912969,0.0001159855,0.2868506,0.0003692401,0.00002627651,0.00450522,0.5791873,0.0003236981,0.004155978,0.008066907,0.05925697,0.05665049],"study_design_scores_gemma":[0.00005146718,0.0001350432,0.363668,0.0001104637,0.00001448328,0.0003392321,0.5377557,0.0001540774,0.0006085163,0.0002463736,0.09687481,0.00004188819],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728733,0.0005142374,0.0002423296,0.001143633,0.00005682317,0.000141362,0.001276613,0.00002702184,0.0237246],"genre_scores_gemma":[0.9433436,0.0006861837,0.0004362226,0.000369379,0.00002072569,0.0001322596,0.00143355,0.00002809027,0.05354999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7636841,"threshold_uncertainty_score":0.4754152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4422434536126502,"score_gpt":0.4286998447529742,"score_spread":0.01354360885967593,"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."}}