{"id":"W2004111298","doi":"10.1111/j.1744-7984.2004.tb00033.x","title":"“Them That's Got Shall Get”: Understanding Teacher Recruitment, Induction, and Retention","year":2004,"lang":"en","type":"article","venue":"Yearbook of the National Society for the Study of Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"State (computer science); Sociology; Library science; Yearbook; Computer 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":[0.001205874,0.00006991647,0.00008768338,0.00002419471,0.0006869518,0.00002470225,0.0001814758,0.00005413296,0.00002770913],"category_scores_gemma":[0.0002336483,0.00004974498,0.0001352957,0.0001883717,0.0003118511,0.0001259431,0.00002716559,0.0001020537,9.31786e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004859609,"about_ca_system_score_gemma":0.0003775218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005863135,"about_ca_topic_score_gemma":0.0002450114,"domain_scores_codex":[0.9990662,0.00008361722,0.0001676285,0.0001325127,0.0004472556,0.0001028331],"domain_scores_gemma":[0.9992634,0.0001600837,0.0002399661,0.00009070065,0.0002237052,0.00002215144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002579068,0.001560263,0.01969645,0.00004591198,0.0004891031,2.120084e-9,0.8465047,0.00005124497,0.000211768,0.118991,0.01034296,0.002080769],"study_design_scores_gemma":[0.0005173689,0.00004712277,0.073291,0.00003504199,0.0001099463,2.696764e-7,0.8757679,0.000004221054,0.00007056593,0.0451784,0.004899903,0.00007825764],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902466,0.0006270014,0.0004528475,0.09589816,0.001668279,0.003714921,0.000008426326,0.00003773079,0.007346051],"genre_scores_gemma":[0.9970048,0.00005917922,0.0002665081,0.0001406718,0.0003111841,0.0001515983,0.000002251717,0.000007252353,0.002056567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1067582,"threshold_uncertainty_score":0.5283547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5161024646514503,"score_gpt":0.4362488617604815,"score_spread":0.07985360289096877,"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."}}