{"id":"W7043013564","doi":"","title":"From Risk to Resilience : The therapeutic ethos in youth education","year":2012,"lang":"en","type":"article","venue":"Työväentutkimus Vuosikirja","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethos; Argument (complex analysis); Psychological intervention; Psychological resilience; Phenomenon; Empirical research; Intervention (counseling)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001390226,0.0001303979,0.0001293788,0.00007778964,0.0005725728,0.00009998135,0.0004974275,0.0001202101,0.0002645282],"category_scores_gemma":[0.0004067892,0.0001045075,0.00007249365,0.0007214198,0.0001908931,0.0002889537,0.00005156599,0.0002893144,0.000377745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002662124,"about_ca_system_score_gemma":0.000427099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03011597,"about_ca_topic_score_gemma":0.003240812,"domain_scores_codex":[0.9980187,0.000585255,0.000238038,0.0002272557,0.0004161359,0.0005145477],"domain_scores_gemma":[0.9989004,0.0002966849,0.0001054489,0.0003657296,0.00007299177,0.0002587111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001203978,0.0002781624,0.1489402,0.000001863549,0.0000106496,7.337407e-8,0.7919732,0.00004391037,0.00002762773,0.0198522,0.001517191,0.03734292],"study_design_scores_gemma":[0.0002041435,0.00002247389,0.4367566,0.00003333506,0.00005407065,2.082391e-7,0.4515093,0.0000836925,0.00002895041,0.004955017,0.1060063,0.0003458939],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649333,0.0007838391,0.0003494936,0.00536635,0.002351603,0.0005851938,0.00003394233,0.00006835083,0.02552797],"genre_scores_gemma":[0.9931242,0.0002378594,0.0003225654,0.003195168,0.0008848168,0.00005382845,0.00001934395,0.00001493221,0.002147319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3404639,"threshold_uncertainty_score":0.9763426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332621911793043,"score_gpt":0.3580144333062918,"score_spread":0.3246882141883614,"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."}}