{"id":"W4361768582","doi":"10.4236/psych.2023.143023","title":"Resilience among Women of Childbearing Age from Arequipa, Peru: Psychometric and Associative Analysis","year":2023,"lang":"en","type":"article","venue":"Psychology","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Marital status; Educational attainment; Psychology; Scale (ratio); Psychological resilience; Resilience (materials science); Pregnancy; Developmental psychology; Demography; Social psychology; Geography; Population; Sociology; Political science; Cartography","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":[0.0006951999,0.0001842753,0.0005764695,0.001315022,0.0001132395,0.00001568672,0.0003426246,0.0002135527,0.000778568],"category_scores_gemma":[0.0001026863,0.0001771473,0.0001139081,0.004633872,0.0003358432,0.0001008326,0.00008446234,0.0002730222,0.0002699247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007238227,"about_ca_system_score_gemma":0.00001419905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324462,"about_ca_topic_score_gemma":0.0002393384,"domain_scores_codex":[0.9975348,0.0002796175,0.0004753777,0.0007549869,0.0002515511,0.0007037054],"domain_scores_gemma":[0.9985445,0.0003552546,0.0002851402,0.0005721461,0.00003664089,0.0002062756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001013333,0.0001533661,0.9532238,0.000008353644,0.0004705969,0.00003401206,0.01554135,0.000004878869,0.0004696644,0.0002152747,0.001263479,0.02851387],"study_design_scores_gemma":[0.0007290649,0.0002577592,0.9930197,0.00001012381,0.00007518172,0.000002442365,0.003863276,0.00003029772,0.00002460327,0.00148952,0.0003463697,0.0001516374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976203,0.0004009806,0.0001269785,0.0001983393,0.0005487827,0.0002101105,0.0000567598,0.00008224693,0.02217287],"genre_scores_gemma":[0.9970278,0.0003478498,0.000111058,0.0004250538,0.00007798078,0.00007981366,0.00003763538,0.00001895279,0.001873858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03979591,"threshold_uncertainty_score":0.8524774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0351595825395233,"score_gpt":0.4136408699157628,"score_spread":0.3784812873762395,"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."}}