{"id":"W7113900230","doi":"10.1108/978-1-60752-970-520251009","title":"Attracting, Training, and Retaining High Quality Teachers","year":2008,"lang":"en","type":"book-chapter","venue":"Teaching and Learning","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy)","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005211988,0.0003313231,0.0005204908,0.0001496464,0.003487507,0.0001617584,0.0001364655,0.0004078429,0.0001826089],"category_scores_gemma":[0.002422846,0.0003536373,0.00009154539,0.00002365621,0.0007055578,0.0001630485,0.00005776978,0.004520406,0.00001776698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189605,"about_ca_system_score_gemma":0.0001815871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004020073,"about_ca_topic_score_gemma":0.0003791512,"domain_scores_codex":[0.9970637,0.001184598,0.0003604034,0.0005449362,0.0004093093,0.0004370745],"domain_scores_gemma":[0.997995,0.001170059,0.0004242182,0.0001442066,0.00004271758,0.0002238529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003580194,0.000007641876,0.002959755,0.00001916356,0.00006799567,0.000004187141,0.7587218,0.000001983062,0.000001836625,0.0267994,0.0008804665,0.2105321],"study_design_scores_gemma":[0.0001554011,0.0000351505,0.003012158,0.0001587638,0.00004545494,0.000007496427,0.2705601,0.000001357795,1.071221e-7,0.000393777,0.7252518,0.000378456],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07961303,0.004909049,0.00003927965,0.01035067,0.0003269426,0.0001946515,0.000002040274,0.000525111,0.9040392],"genre_scores_gemma":[0.6179987,0.0007659644,0.0005635101,0.0002143039,0.000667855,0.000003798226,0.000009673638,0.00004222545,0.3797339],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7243714,"threshold_uncertainty_score":0.9998916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2332951371873866,"score_gpt":0.4032544275644425,"score_spread":0.1699592903770559,"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."}}