{"id":"W2611462137","doi":"10.5539/jel.v6n3p265","title":"Challenges for New Teachers and Ways of Coping with Them","year":2017,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Coping (psychology); Grounded theory; Qualitative research; Pedagogy; Mathematics education; Face (sociological concept); Medical education; Sociology; Clinical psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006233223,0.0005141493,0.0006492191,0.001102912,0.009838213,0.01154074,0.002156137,0.003952344,0.006389504],"category_scores_gemma":[0.01446388,0.0004628034,0.0008058509,0.0007956465,0.006107566,0.007055356,0.007671985,0.004405504,0.001042463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002941241,"about_ca_system_score_gemma":0.005821977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228365,"about_ca_topic_score_gemma":0.006956406,"domain_scores_codex":[0.99211,0.004027803,0.00036329,0.0007569122,0.001073013,0.001668921],"domain_scores_gemma":[0.9884931,0.00313295,0.002127012,0.0006731753,0.001252577,0.004321178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001104188,0.0004769941,0.0452625,0.0008167126,0.0001155494,0.01041361,0.7869812,0.0004115034,0.002307307,0.0291415,0.02699944,0.09696321],"study_design_scores_gemma":[0.00001753164,0.0001186351,0.01015931,0.000456285,0.0000200341,0.002959213,0.8982088,0.0001687691,0.000277855,0.007811792,0.07973778,0.00006402541],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8044099,0.01232306,0.008393984,0.08985096,0.003254166,0.0002035957,0.0001542992,0.0002577953,0.08115222],"genre_scores_gemma":[0.9682478,0.004946375,0.002882462,0.003333652,0.000330641,0.0001694843,0.00007964983,0.00005730231,0.01995252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01154074,"threshold_uncertainty_score":0.03296489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.352076526825641,"score_gpt":0.4314108550539732,"score_spread":0.0793343282283322,"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."}}