{"id":"W3116801262","doi":"10.20355/jcie29422","title":"Can Pedagogical Considerations Overcome Political Constraints? Principals’ Perceptions of Leading in a Divided Community","year":2020,"lang":"en","type":"article","venue":"Journal of Contemporary Issues in Education","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Identity (music); Forcing (mathematics); Control (management); Perception; Dependency (UML); South east; Sociology; Political science; Pedagogy; Psychology; Management; Law; Engineering; Aesthetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001396451,0.00009823929,0.0004201864,0.0002609652,0.0001993287,0.00003881112,0.0002093363,0.0001162274,0.0002942751],"category_scores_gemma":[0.003774786,0.0001019792,0.00009404556,0.0003167413,0.0006184915,0.0003018042,0.00001809013,0.0007501197,0.000003812851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004037346,"about_ca_system_score_gemma":0.00398816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00508694,"about_ca_topic_score_gemma":0.002263947,"domain_scores_codex":[0.9973071,0.001208803,0.0008391459,0.0001014525,0.0003223864,0.0002211311],"domain_scores_gemma":[0.998117,0.0008686371,0.0003251081,0.000112921,0.00026352,0.0003127882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003026808,0.0009462589,0.322483,0.00004034025,0.00001438725,0.000009392889,0.4738692,0.00001459886,0.0003298985,0.1990749,0.002668881,0.0005188744],"study_design_scores_gemma":[0.0006602042,0.0003108864,0.08468699,0.0002889558,0.00001866637,0.00001654285,0.8761861,0.000009046302,0.00003505591,0.01991262,0.01768208,0.0001928056],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.912197,0.0006073134,0.00002562731,0.06033004,0.0005092518,0.0001500441,0.000007173172,0.00001160772,0.02616195],"genre_scores_gemma":[0.9978976,0.0000406658,0.0005311743,0.0008867244,0.0004777473,0.00000522789,0.000004393036,0.000007516466,0.0001489095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4023169,"threshold_uncertainty_score":0.7689965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3178584709643918,"score_gpt":0.4777891869921322,"score_spread":0.1599307160277403,"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."}}