{"id":"W2300923717","doi":"","title":"Awards and Recognition for Exceptional Teachers: K-12 and Community College Programs [Book Review]","year":2008,"lang":"en","type":"article","venue":"Journal of Educational Leadership Policy and Practice","topic":"Legal Issues in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community college; Mathematics education; Sociology; Medical education; Psychology; Library science; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003977503,0.00009705289,0.0001696276,0.0001225674,0.001072363,0.0000659207,0.0001054961,0.0000940871,0.000099233],"category_scores_gemma":[0.02114333,0.00009489949,0.00004326861,0.0001622082,0.0006162224,0.001689174,0.00001466466,0.0004824471,0.000003404504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356264,"about_ca_system_score_gemma":0.001504013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008960047,"about_ca_topic_score_gemma":0.0001174707,"domain_scores_codex":[0.9977034,0.001379218,0.0003187151,0.0001001567,0.0003138636,0.0001846257],"domain_scores_gemma":[0.9922396,0.006427337,0.00047638,0.00007358586,0.0005788188,0.0002042639],"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":[0.0006388726,0.002718352,0.006829817,0.001330025,0.0002993494,0.000003190739,0.4981566,6.115328e-7,0.00005604415,0.0492637,0.3988091,0.04189435],"study_design_scores_gemma":[0.0004315971,0.0002716721,0.009042618,0.0004598878,0.0001332888,0.000787301,0.05765284,7.712111e-7,0.000003953531,0.01096851,0.9200993,0.0001482806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07014934,0.06876969,0.00004140546,0.8360093,0.0005868586,0.0008923296,0.00003352432,0.00001272726,0.02350481],"genre_scores_gemma":[0.8109263,0.08982134,0.02107839,0.04958763,0.01011481,0.0001272712,0.00008664506,0.0000374195,0.01822021],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7864217,"threshold_uncertainty_score":0.987102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3161472595368701,"score_gpt":0.4671814231563339,"score_spread":0.1510341636194638,"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."}}