{"id":"W2034847051","doi":"10.1177/0013124512446221","title":"Navigating Between a Rock and a Hard Place","year":2012,"lang":"en","type":"article","venue":"Education and Urban Society","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Burnout; Attrition; Pedagogy; Accountability; No child left behind; Curriculum; Sociology; Work (physics); Psychology; Mathematics education; Political science; Law","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":[0.0004928473,0.00006630915,0.00007971632,0.000005533753,0.0005097239,0.00006448234,0.00004249108,0.00006347687,0.00006718046],"category_scores_gemma":[0.00009802912,0.00006641128,0.00003270563,0.0001138059,0.000113276,0.0002134648,0.0000162954,0.0001644324,0.00001443412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005996535,"about_ca_system_score_gemma":0.0001496663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002773543,"about_ca_topic_score_gemma":0.00001322697,"domain_scores_codex":[0.999388,0.00008858515,0.00008747992,0.0001130214,0.000113833,0.0002090865],"domain_scores_gemma":[0.9995601,0.0001129172,0.00004970607,0.00005554433,0.00004041923,0.0001813456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[2.053328e-7,0.00002959043,0.4385003,0.000007340492,0.000008514578,1.191946e-9,0.511667,8.516605e-9,0.000002366749,0.0008860913,0.04274352,0.006155051],"study_design_scores_gemma":[0.0000515917,0.000003045604,0.2386104,0.0000139857,0.00001222385,2.12048e-7,0.5127616,0.00000113658,0.000003727978,0.00004349399,0.2484297,0.00006888994],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9352337,0.005996461,0.0000419297,0.05506334,0.0005243213,0.0001417907,0.000001850225,0.00006852053,0.002928053],"genre_scores_gemma":[0.9917719,0.0001652636,0.0009283675,0.001111044,0.001614187,0.00001995858,0.000004879788,0.000005762371,0.004378657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2056862,"threshold_uncertainty_score":0.3920436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104277986161671,"score_gpt":0.4045824969597305,"score_spread":0.2941546983435634,"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."}}