{"id":"W172503703","doi":"10.1007/978-94-017-9415-2_3","title":"Resilience and Culture: The Diversity of Protective Processes and Positive Adaptation","year":2014,"lang":"en","type":"book-chapter","venue":"Cross-cultural advancements in positive psychology","topic":"Resilience and Mental Health","field":"Psychology","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Social psychology; Sociology; Psychology; Environmental ethics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002638685,0.0004171684,0.0005069197,0.0001113008,0.0004858875,0.00003942135,0.0003120272,0.0003579306,0.00007084598],"category_scores_gemma":[0.00007119567,0.0002903549,0.00005366639,0.0001125963,0.002452395,0.0003235793,0.0003147958,0.0005617474,0.00002134022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201592,"about_ca_system_score_gemma":0.0000330202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001679036,"about_ca_topic_score_gemma":0.0002536518,"domain_scores_codex":[0.997758,0.0001310063,0.0004960958,0.0009351881,0.0002700729,0.0004096683],"domain_scores_gemma":[0.9984096,0.0001715739,0.0005718751,0.0002864368,0.0004646058,0.00009589038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01211227,0.0008466335,0.02877942,0.001146602,0.0009853011,0.0002316022,0.1773591,0.00004462753,0.003614871,0.2160652,0.001959692,0.5568547],"study_design_scores_gemma":[0.013093,0.01216577,0.7663449,0.00369246,0.0004484417,0.0009597373,0.01088754,0.00002346953,0.002506736,0.1597782,0.02717395,0.002925776],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4126421,0.01544936,0.003365825,0.001302095,0.001655652,0.007433572,0.001042431,0.00008655636,0.5570225],"genre_scores_gemma":[0.928727,0.001713143,0.000233267,0.00117551,0.0001000297,0.0001153079,0.0001034732,0.00003130168,0.06780095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7375655,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03164554651991173,"score_gpt":0.4050671446364832,"score_spread":0.3734215981165715,"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."}}