{"id":"W4307187297","doi":"10.3102/0013189x221122746","title":"Has “Who Comes Back” Changed? Teacher Reentry 2000–2019","year":2022,"lang":"en","type":"article","venue":"Educational Researcher","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); National Longitudinal Surveys; Reentry; Psychology; Recession; Demographic economics; Cohort; Racial differences; Race (biology); Work (physics); Longitudinal study; Political science; Sociology; Economics; Medicine; Ethnic group; Gender studies; Law","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002430242,0.0001082865,0.0001272444,0.0001904516,0.001753763,0.000146571,0.0005469974,0.00005369882,0.142722],"category_scores_gemma":[0.0009773872,0.0001157122,0.00007617653,0.0006695967,0.0005930723,0.0001608034,0.0001597608,0.0006162304,0.001311228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001691,"about_ca_system_score_gemma":0.00353093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00557354,"about_ca_topic_score_gemma":0.001171721,"domain_scores_codex":[0.9965433,0.001160355,0.0001656666,0.000309215,0.001277086,0.0005444096],"domain_scores_gemma":[0.9988222,0.0004353554,0.00006158029,0.0002477693,0.0001916459,0.000241509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001273447,0.0003180703,0.03340916,0.000006296545,0.00002802399,2.681175e-7,0.1842141,0.000001692261,0.000006099803,0.008768131,0.7717431,0.001492261],"study_design_scores_gemma":[0.0001143541,0.00001512602,0.08609419,0.000004866332,0.000003445519,6.615284e-7,0.1605012,0.000001804479,0.00000217923,0.0008948746,0.7522579,0.0001094229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02345346,0.002817067,0.000003150141,0.8275853,0.001244478,0.0003945163,0.00003312216,0.00004713336,0.1444218],"genre_scores_gemma":[0.440355,0.00009696182,0.0001221308,0.001264985,0.002030866,0.0002702982,0.00007138501,0.00001901218,0.5557693],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8263203,"threshold_uncertainty_score":0.9995458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3671582145311615,"score_gpt":0.4754042953364099,"score_spread":0.1082460808052484,"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."}}