{"id":"W813090041","doi":"10.26522/tl.v3i3.32","title":"Overcoming the Stress Cycle through Relational Teacher Development","year":2006,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Anxiety; Criticism; Psychology; Stress (linguistics); Depression (economics); School teachers; Pedagogy; Social psychology; Developmental psychology; Political science; Psychiatry; Literature; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001780502,0.00007407676,0.0000697585,0.00002143149,0.003394419,0.0000936103,0.00007771541,0.00004523243,0.00008943131],"category_scores_gemma":[0.0003782738,0.00005715062,0.00002175055,0.00005519533,0.0001404238,0.0001439045,0.00002516835,0.0008105356,0.00001761925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006513911,"about_ca_system_score_gemma":0.00006339665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004834906,"about_ca_topic_score_gemma":0.0006530456,"domain_scores_codex":[0.9985222,0.0008049335,0.0001218286,0.0001382596,0.0002105904,0.000202228],"domain_scores_gemma":[0.9994749,0.0003708891,0.00006204101,0.00005153871,0.00001585076,0.00002480553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002318759,0.00004357898,0.1817256,0.000004686012,0.00001536155,3.372608e-7,0.7515958,0.0003642486,0.000009951278,0.04407389,0.0009742417,0.02118996],"study_design_scores_gemma":[0.0001001504,0.000003611182,0.177925,0.00002325446,0.000006919242,5.239145e-7,0.2623471,0.00005451125,0.000002351241,0.000484347,0.558951,0.0001012135],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8739633,0.0007339731,0.0009976253,0.0201294,0.0001314257,0.00007811221,1.60999e-7,0.0001494624,0.1038165],"genre_scores_gemma":[0.9813971,0.00000584439,0.002411416,0.0001576695,0.0004572709,0.000007717443,0.000004077608,0.000007655915,0.01555128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5579767,"threshold_uncertainty_score":0.997903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07568211194555947,"score_gpt":0.3513850932491768,"score_spread":0.2757029813036174,"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."}}