{"id":"W7024990530","doi":"","title":"Values, Conflicts &amp; Value Conflict Resolution: An Investigation of the Experiences of Educational Administrators","year":2012,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Values and Moral Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Value (mathematics); Educational administration; Qualitative research; Educational research; Educational leadership; Conflict resolution; Conflict of interest; Social value orientations; Value judgment; Administration (probate law)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004550798,0.0001358082,0.000261737,0.00004472232,0.0004259812,0.00001068708,0.0005244045,0.0002651146,0.006970139],"category_scores_gemma":[0.0001123532,0.0001454466,0.000145465,0.0001447344,0.0006679335,0.0005831135,0.00002574042,0.0001000265,0.000003504879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002313632,"about_ca_system_score_gemma":0.001593569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3069922,"about_ca_topic_score_gemma":0.1916338,"domain_scores_codex":[0.9985129,0.0003165646,0.0001959092,0.0002078055,0.0005848139,0.00018196],"domain_scores_gemma":[0.9981417,0.00008306401,0.0008597473,0.0003114408,0.0004485494,0.0001555031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005636868,0.00009690073,0.002705817,0.00009274486,0.00003561891,3.263717e-8,0.9582098,0.000005886307,0.0006685241,0.03664362,0.0008631036,0.0006216562],"study_design_scores_gemma":[0.0001295247,0.00006369822,0.3823102,0.0001270599,0.0001162594,2.235289e-7,0.6101119,0.000007270394,0.0003998268,0.0001454263,0.006439663,0.0001489495],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537616,0.001015007,0.000002810373,0.0007364816,0.001283135,0.0003075404,0.00001448665,0.0000104288,0.04286849],"genre_scores_gemma":[0.9762523,0.0002017943,0.0007032324,0.00001082169,0.0001823008,0.000001757336,0.0002078612,0.000008501116,0.0224314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3796044,"threshold_uncertainty_score":0.9939376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05188819440569364,"score_gpt":0.3439572289203429,"score_spread":0.2920690345146493,"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."}}