{"id":"W2146002330","doi":"10.26522/ssj.v6i1.1069","title":"The New Vocabulary of Resilience and the Governance of University Student Life","year":2012,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Resilience and Mental Health","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Corporate governance; Psychological resilience; Vocabulary; Inequality; Discipline; Sociology; Distress; Life course approach; Psychology; Public relations; Student life; Political science; Social psychology; Social science; Management; Clinical psychology; Economics; Library science; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007862869,0.00005467087,0.0001681068,0.000008090278,0.0002867197,0.000001516172,0.000198947,0.00002894999,0.000004697596],"category_scores_gemma":[0.0002255921,0.00003347037,0.00002646727,0.0001605775,0.001161052,0.00004987488,0.0001595956,0.00009670488,0.000002764731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004737207,"about_ca_system_score_gemma":0.0000458229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004060868,"about_ca_topic_score_gemma":0.0001592599,"domain_scores_codex":[0.9991356,0.0002561431,0.0001606419,0.00008503667,0.000165646,0.0001969323],"domain_scores_gemma":[0.9987928,0.0008764552,0.0001514503,0.0001132854,0.00003250028,0.00003352475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001982601,0.0002419999,0.05925726,0.0002570037,0.0002107498,0.000005034087,0.3289369,0.000004091785,0.00002604433,0.5274753,0.05679544,0.02480755],"study_design_scores_gemma":[0.00115262,0.00005679017,0.5927486,0.00003318684,0.000109653,0.000001163798,0.3958664,7.912504e-7,0.00001270112,0.0002912254,0.009675674,0.00005115078],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289041,0.03967436,0.00001700692,0.002051029,0.001472862,0.0002850604,0.000005325924,0.000004580229,0.02758569],"genre_scores_gemma":[0.9896212,0.007957675,0.00001856079,0.0001869189,0.0002289605,0.000001838731,6.284879e-8,0.000002376747,0.001982409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5334914,"threshold_uncertainty_score":0.4277944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004939777525821,"score_gpt":0.4215259206087433,"score_spread":0.3814765228334851,"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."}}