{"id":"W1531041842","doi":"","title":"Engaging Staff in Change--Experiences in Schools in England.","year":2007,"lang":"en","type":"article","venue":"International electronic journal for leadership in learning","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pedagogy; Sociology; Organizational change; Psychology; Mathematics education; Public relations; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004341312,0.0001943035,0.0003518358,0.0005129578,0.009325097,0.003704719,0.0008763302,0.002396707,0.004501996],"category_scores_gemma":[0.01359155,0.0004658419,0.0002189319,0.0005976839,0.003998808,0.003249851,0.007189454,0.00330238,0.0007194651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006243123,"about_ca_system_score_gemma":0.008874143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03531198,"about_ca_topic_score_gemma":0.1189469,"domain_scores_codex":[0.9931289,0.003528157,0.0002266622,0.0002656833,0.0006215181,0.002228979],"domain_scores_gemma":[0.9844684,0.002923621,0.00131282,0.0004118652,0.001154316,0.009729023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003327391,0.0007667452,0.08909447,0.0002604081,0.00001509165,0.002442643,0.8541203,0.00005528273,0.0006129722,0.001027082,0.01265134,0.03862093],"study_design_scores_gemma":[0.00002299892,0.0004012889,0.06668638,0.0002171552,0.000007218115,0.0004760789,0.9103664,0.00002493797,0.0001785546,0.0002983624,0.02129305,0.00002765612],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867463,0.0007180144,0.0001626379,0.006886926,0.0001437452,0.00005967352,0.00005585786,0.00002863183,0.005198336],"genre_scores_gemma":[0.996313,0.0002046792,0.0001239753,0.0009536332,0.00001467465,0.00002288307,0.00001621262,0.000007711515,0.002343169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03531198,"threshold_uncertainty_score":0.0702129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2066314742201149,"score_gpt":0.4376792249457354,"score_spread":0.2310477507256204,"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."}}