{"id":"W3047205109","doi":"10.1177/2167696820940077","title":"African Emerging Adult Resilience: Insights From a Sample of Township Youth","year":2020,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Resilience and Mental Health","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"British Academy","keywords":"Disadvantaged; Psychological resilience; Disadvantage; Exploratory research; Resilience (materials science); Psychology; Sociology; Developmental psychology; Social psychology; Political science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001090797,0.0002547524,0.0004187749,0.0001201442,0.000215585,0.00001771443,0.0004736848,0.0001134967,0.0007591895],"category_scores_gemma":[0.0003483264,0.0002377498,0.0001329545,0.0007939833,0.0001584454,0.0001666551,0.00009855057,0.0003205661,0.0001727872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005256003,"about_ca_system_score_gemma":0.00008297934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006127719,"about_ca_topic_score_gemma":0.0001648181,"domain_scores_codex":[0.9974409,0.0002272256,0.0006358889,0.0006807063,0.0004316918,0.0005835405],"domain_scores_gemma":[0.9985342,0.0001710962,0.0002733493,0.0004803987,0.0001216779,0.0004192518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008683821,0.0004887581,0.06498465,0.0002005477,0.000138527,0.00005034472,0.8234798,0.00008560935,0.004621154,0.006205423,0.00333502,0.09554181],"study_design_scores_gemma":[0.005960046,0.002411461,0.1594923,0.0008145736,0.000224086,0.00001158065,0.7988477,0.001338599,0.01277114,0.006637657,0.009920586,0.001570347],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838205,0.0008474072,0.001357959,0.001315107,0.0005353732,0.0002941581,0.0001650746,0.0001448832,0.01151951],"genre_scores_gemma":[0.9963182,0.00007983734,0.001799384,0.001218717,0.0003449975,0.00002680439,0.00006695991,0.00003776496,0.0001073459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0945076,"threshold_uncertainty_score":0.9695156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519677579399844,"score_gpt":0.3357043764522886,"score_spread":0.3005076006582901,"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."}}