{"id":"W2911836821","doi":"10.29173/slw8230","title":"Building Resilience in New and Beginning Teachers: Contributions of School Librarians","year":2021,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School teachers; Focus group; Empathy; Psychology; Pedagogy; Psychological resilience; School library; Resilience (materials science); Qualitative research; Mathematics education; Medical education; Sociology; Library science; Medicine; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003591231,0.0001130379,0.0002398981,0.000144436,0.0005080612,0.0003223231,0.0002247616,0.00008566333,0.0007051573],"category_scores_gemma":[0.00269746,0.000103735,0.00005428864,0.001102945,0.0004239151,0.001580003,0.0002028172,0.0002700306,0.00001931377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008742693,"about_ca_system_score_gemma":0.002743479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822102,"about_ca_topic_score_gemma":0.0008110284,"domain_scores_codex":[0.9986448,0.0001355947,0.0003075865,0.0002763424,0.0002629356,0.0003727266],"domain_scores_gemma":[0.9990117,0.0002403812,0.0001156892,0.0001912313,0.00008543531,0.0003555648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002289618,0.00007085209,0.330932,0.00001767598,0.00005159622,0.00001841423,0.01619724,0.00003531338,0.0004463938,0.6013493,0.04331237,0.007546004],"study_design_scores_gemma":[0.000947056,0.00002381974,0.1819836,0.0003315287,0.00003044081,0.000002681115,0.1234038,0.000008617192,0.001929516,0.04355917,0.6474287,0.0003510212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5991915,0.01865013,0.002263863,0.1292294,0.002196567,0.0008045654,0.00006103232,0.0003315905,0.2472713],"genre_scores_gemma":[0.9372887,0.001274049,0.01562783,0.0009760055,0.0006944436,0.00001549124,0.00001012523,0.00001943723,0.0440939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6041163,"threshold_uncertainty_score":0.7720978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063137807261528,"score_gpt":0.3085583528255657,"score_spread":0.2879269747529504,"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."}}