{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009001571,0.000283143,0.0002484794,0.001278647,0.000692542,0.0004855488,0.0002206932,0.0002622411,0.001382178],"category_scores_gemma":[0.003741817,0.0002556557,0.0003225346,0.00103736,0.0004873551,0.0003295546,0.001124193,0.0003874525,0.0001475263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046586,"about_ca_system_score_gemma":0.0003157456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006570727,"about_ca_topic_score_gemma":0.01201382,"domain_scores_codex":[0.9997559,0.0001223431,0.00002145813,0.00002214072,0.00003235348,0.00004589515],"domain_scores_gemma":[0.999355,0.0001818346,0.0002669583,0.00005274332,0.00007024396,0.000073132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002763586,0.00007589516,0.9929875,0.00002431077,0.00002692626,0.0001296362,0.003030215,0.00002210184,0.0001876268,0.00003192739,0.00006462057,0.00339167],"study_design_scores_gemma":[0.000004151988,0.0001508957,0.9931786,0.00002962956,0.00001361483,0.0001821356,0.005969941,0.0000830972,0.00004040144,0.00004390548,0.0002999966,0.00000368071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994239,0.00005923677,0.000031709,0.00003918206,0.000001141736,0.00002438156,0.00005693306,0.000001243588,0.0003623004],"genre_scores_gemma":[0.9996012,0.0001040134,0.00006683552,0.00001435277,0.000001649889,0.00003508736,0.00009666601,5.718276e-7,0.00007961225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006570727,"threshold_uncertainty_score":0.01306498,"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."}}