{"id":"W1599840946","doi":"10.14507/epaa.v21n13.2013","title":"A Look at Returning Teachers","year":2013,"lang":"en","type":"article","venue":"Education Policy Analysis Archives","topic":"School Choice and Performance","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attrition; Quarter (Canadian coin); Psychology; Demographic economics; Medicine; Economics; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001848977,0.00007565597,0.0001207962,0.000530802,0.0006383504,0.000117362,0.0002212215,0.00003445788,0.002322315],"category_scores_gemma":[0.0002950084,0.00007112999,0.0001471246,0.001138356,0.0001698324,0.0003351651,0.00003050559,0.0001036747,0.0005398973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009031549,"about_ca_system_score_gemma":0.0005309933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02869132,"about_ca_topic_score_gemma":0.006301478,"domain_scores_codex":[0.9990239,0.0001948221,0.0001578389,0.0001762826,0.0001922082,0.0002549043],"domain_scores_gemma":[0.9993173,0.0001525951,0.0001015065,0.0002134334,0.00003369147,0.0001815088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003712785,0.00009258158,0.6780903,0.000005928589,0.0003257447,7.49294e-8,0.2188988,0.0001028905,0.000579842,0.009088404,0.04070853,0.05210316],"study_design_scores_gemma":[0.00006206693,0.00000819903,0.7035702,0.00001045966,0.0001704361,2.655785e-7,0.01735988,0.0002676177,0.0001303141,0.00573109,0.2725021,0.0001873579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7830688,0.0001452487,0.00006157476,0.01802037,0.00007551854,0.00009290169,0.000001507823,0.00004200046,0.1984921],"genre_scores_gemma":[0.9295135,0.0001785242,0.0005521608,0.001154827,0.001334294,0.00005580799,0.00002789511,0.000005313713,0.06717771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2317936,"threshold_uncertainty_score":0.9985897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647738477279752,"score_gpt":0.3468167972578259,"score_spread":0.3303394124850283,"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."}}