{"id":"W3125773055","doi":"","title":"Match Quality, Worker Productivity, and Worker Mobility: Direct Evidence from Teachers","year":2010,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"School Choice and Performance","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Quality (philosophy); Quarter (Canadian coin); Teacher quality; Labour economics; Demographic economics; Estimator; Instrumental variable; Econometrics; Economics; Turnover; Explanatory power; Business; Statistics; Operations management; Mathematics; Management; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00252311,0.0002848858,0.0006850557,0.00103824,0.001035521,0.001531293,0.001020042,0.001151696,0.01028481],"category_scores_gemma":[0.01860451,0.0004246325,0.0008116172,0.002368813,0.001045097,0.001154262,0.00227442,0.001050466,0.001476181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006755756,"about_ca_system_score_gemma":0.0005483013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02018113,"about_ca_topic_score_gemma":0.02034146,"domain_scores_codex":[0.9985001,0.0006128242,0.000102815,0.0003306579,0.0001797614,0.0002738684],"domain_scores_gemma":[0.9591867,0.02003129,0.01504125,0.002687191,0.0007714372,0.002282036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004101614,0.0002996604,0.987824,0.00005271715,0.0002515215,0.0001210538,0.001473666,0.0005277797,0.0001713992,0.0008073327,0.0005794346,0.007481294],"study_design_scores_gemma":[0.00007146481,0.0002877514,0.9914739,0.00004339333,0.000202464,0.0001184908,0.00335062,0.001452872,0.0002139585,0.001410559,0.001360579,0.00001384241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966002,0.0006851286,0.0006676308,0.0003560253,0.000008242206,0.00001242395,0.0003505691,0.000007302293,0.001312516],"genre_scores_gemma":[0.9975953,0.0003209249,0.0002307705,0.00006054345,0.00002100595,0.00001386717,0.0003385174,0.000005019321,0.001414023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02018113,"threshold_uncertainty_score":0.04012728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07030510735505742,"score_gpt":0.3962658729637681,"score_spread":0.3259607656087107,"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."}}