{"id":"W4307804893","doi":"10.47408/jldhe.vi25.975","title":"Grow your academic resilience","year":2022,"lang":"en","type":"article","venue":"Journal of Learning Development in Higher Education","topic":"Resilience and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; University of Leeds; University of Hull","keywords":"Mindset; Session (web analytics); Nature versus nurture; Psychology; Resilience (materials science); Worksheet; Plan (archaeology); Psychological resilience; Medical education; Pedagogy; Mathematics education; Computer science; Social psychology; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002012048,0.0006414304,0.0003508479,0.000537638,0.002133749,0.003227291,0.001053284,0.001943072,0.07960509],"category_scores_gemma":[0.007759549,0.0002815679,0.0008270504,0.0002130849,0.001012679,0.003142969,0.01209697,0.003587911,0.03331047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007191817,"about_ca_system_score_gemma":0.001849248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003738215,"about_ca_topic_score_gemma":0.001469238,"domain_scores_codex":[0.9984445,0.0005549879,0.00004888979,0.0001546236,0.0003744338,0.0004225017],"domain_scores_gemma":[0.9946252,0.0005626058,0.0003237148,0.0003432872,0.0005577523,0.003587467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002834918,0.0007530724,0.002225166,0.0008001833,0.00002608302,0.0006526165,0.01464969,0.0001775143,0.006850123,0.006236542,0.7336236,0.2337219],"study_design_scores_gemma":[0.00005171064,0.0005210878,0.006687137,0.0004956343,0.00001649949,0.0009682509,0.01007184,0.000173975,0.002603698,0.00602281,0.972311,0.00007634739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2176084,0.003493987,0.04593716,0.1146177,0.02244089,0.004274415,0.004164576,0.01208166,0.5753812],"genre_scores_gemma":[0.4227024,0.003765912,0.08736651,0.03439433,0.003248979,0.004671623,0.002605533,0.001684309,0.4395605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07960509,"threshold_uncertainty_score":0.2663056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06386239853962594,"score_gpt":0.4194903867044311,"score_spread":0.3556279881648052,"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."}}