{"id":"W4231104365","doi":"10.1002/9781119085621.wbefs093","title":"Family Resilience","year":2016,"lang":"en","type":"other","venue":"Encyclopedia of Family Studies","topic":"Resilience and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Normative; Psychological intervention; Psychological resilience; Family resilience; Psychology; Protective factor; Resilience (materials science); Medicine; Social psychology; Psychiatry; Political 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002069305,0.0004098052,0.0008224589,0.0003058097,0.00006924487,0.000003567906,0.0004814522,0.0002792596,0.001087765],"category_scores_gemma":[0.0000580064,0.0002890863,0.0001395393,0.0001799037,0.0006132594,0.00004364483,0.0001593904,0.0001934095,0.003100695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006662985,"about_ca_system_score_gemma":0.0000925663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006654914,"about_ca_topic_score_gemma":0.0001104156,"domain_scores_codex":[0.9977084,0.0001232929,0.0005249096,0.000647378,0.0004160078,0.0005799941],"domain_scores_gemma":[0.998446,0.0002227982,0.0004420192,0.0007223872,0.00005254246,0.0001142427],"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":[0.00003086037,0.0000787607,0.002049479,0.0001655476,0.0001921696,0.00002818464,0.0009670936,3.999145e-8,0.00004821298,0.00105117,0.9394675,0.05592101],"study_design_scores_gemma":[0.0004538785,0.0002012323,0.01819511,0.0006469961,0.00004864988,0.00000283599,0.004739006,2.178731e-8,0.000006752104,0.0002334422,0.975148,0.0003241056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002249884,0.08610523,0.00002192675,0.00009159766,0.004418827,0.000492484,0.0001089896,0.0001430769,0.906368],"genre_scores_gemma":[0.0006507654,0.1052497,0.0002597111,0.0004043925,0.0007303242,0.000123205,0.000004581422,0.0002177054,0.8923596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0555969,"threshold_uncertainty_score":0.9999561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04512828785213424,"score_gpt":0.4154141075410813,"score_spread":0.3702858196889471,"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."}}