{"id":"W1596246252","doi":"10.22230/ijepl.2014v9n1a456","title":"Perspectives about living on the horns of dilemmas: An analysis of gender factors related to superintendent decision-making and problem-solving","year":2014,"lang":"en","type":"article","venue":"International Journal of Education Policy and Leadership","topic":"Organizational Change and Leadership","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Licensure; Face (sociological concept); Educational leadership; Sample (material); Qualitative research; Political science; State (computer science); Public relations; Medical education; Focus group; Psychology; Pedagogy; Sociology; Medicine; Social science; Computer 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":[0.008255241,0.0003811643,0.0003999504,0.001728982,0.006514433,0.005616794,0.0007792317,0.001047484,0.003605862],"category_scores_gemma":[0.01898946,0.0003769545,0.0003229401,0.001231297,0.006613748,0.003530254,0.002347552,0.002382347,0.0001836147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003676136,"about_ca_system_score_gemma":0.004822474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009384044,"about_ca_topic_score_gemma":0.01738289,"domain_scores_codex":[0.9926974,0.005244104,0.000157601,0.0002484276,0.0005614955,0.00109089],"domain_scores_gemma":[0.9810438,0.01245596,0.002778772,0.0002670326,0.001111383,0.00234313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009375655,0.0001442393,0.07093143,0.00005102202,0.00001225635,0.0007661384,0.9090319,0.0001187224,0.000493624,0.008161013,0.0008976254,0.009298356],"study_design_scores_gemma":[0.000004754907,0.00003655997,0.01823449,0.00003483855,0.000002761975,0.000210137,0.9745125,0.0001493026,0.00009352338,0.001495628,0.005213207,0.00001230093],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894952,0.0002954391,0.0005363071,0.002294609,0.00002328738,0.00002196002,0.00002665075,0.000002688857,0.007303789],"genre_scores_gemma":[0.9986057,0.0002017391,0.0001758225,0.0001820828,0.000009040455,0.0000128742,0.00001295359,0.000003368642,0.0007964228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009384044,"threshold_uncertainty_score":0.04365844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07398997835371073,"score_gpt":0.3227233921832227,"score_spread":0.2487334138295119,"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."}}