{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001613773,0.0003685939,0.0003352462,0.0008046536,0.02527877,0.01022984,0.001040576,0.001942112,0.00555889],"category_scores_gemma":[0.002008945,0.0003382716,0.0004259268,0.0004558058,0.02070685,0.00743935,0.01692868,0.005059281,0.001223287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002251871,"about_ca_system_score_gemma":0.005824345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009967606,"about_ca_topic_score_gemma":0.03613761,"domain_scores_codex":[0.9978912,0.001076308,0.00003091673,0.0001497098,0.0001800727,0.0006716941],"domain_scores_gemma":[0.9986638,0.0002301205,0.0001480608,0.0001121332,0.00009614006,0.0007496945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001289496,0.0002516413,0.02189126,0.0001451247,0.00004564679,0.003682593,0.6284096,0.0006331005,0.003087803,0.2498192,0.02452748,0.06737756],"study_design_scores_gemma":[0.000009508392,0.0001372301,0.003165731,0.0001455318,0.00001185583,0.0005512122,0.7911676,0.0002377826,0.0006130939,0.0238084,0.180116,0.00003612362],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7812368,0.001430793,0.008544465,0.03773155,0.0007000833,0.00003398426,0.00005002184,0.0001585229,0.1701138],"genre_scores_gemma":[0.9780456,0.0003477165,0.001911358,0.00102755,0.00002664508,0.00001314651,0.00001663152,0.00006133288,0.01855001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02527877,"threshold_uncertainty_score":0.01981914,"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."}}