{"id":"W2014896395","doi":"10.1080/03004279.2010.489513","title":"Rewards, changes and challenges in the role of primary headteachers/principals in England and Finland","year":2011,"lang":"en","type":"article","venue":"Education 3-13","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Globalization; Qualitative research; Political science; National education; Qualitative property; Pedagogy; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001176814,0.00006532088,0.0001171231,0.0001013823,0.00006679711,0.00001427192,0.00009821908,0.00005698111,0.00004379357],"category_scores_gemma":[0.0001641719,0.00005279308,0.00000903623,0.0001254131,0.00017657,0.00008028487,0.00001274125,0.0001047,0.000002246262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003356476,"about_ca_system_score_gemma":0.0001643483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004744194,"about_ca_topic_score_gemma":0.03574164,"domain_scores_codex":[0.999145,0.0003413253,0.0001173217,0.0001445014,0.0001169367,0.0001349701],"domain_scores_gemma":[0.999612,0.0001582222,0.00005992578,0.0001020128,0.00002970314,0.00003807889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000004167767,0.0001210981,0.2410423,0.00002095468,0.000002639127,6.133519e-8,0.6926381,1.331162e-8,0.000007303332,0.001400168,0.00005451983,0.06470873],"study_design_scores_gemma":[0.00009177128,0.00001323008,0.5519795,0.00001859108,0.000002837346,4.008052e-7,0.383911,1.513949e-7,0.00001052068,0.001009928,0.06292209,0.00003995919],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8985685,0.03123424,1.13207e-7,0.04026878,0.0001225362,0.0002001475,7.575836e-7,0.000007015678,0.02959793],"genre_scores_gemma":[0.9910424,0.008202255,0.00006438484,0.0002265056,0.0001515419,0.00005948724,0.000001295896,0.000003888392,0.000248275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3109372,"threshold_uncertainty_score":0.9818535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.255271022345145,"score_gpt":0.3587913302366909,"score_spread":0.1035203078915459,"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."}}