{"id":"W4405073172","doi":"10.17645/si.8705","title":"Building Resiliency in Community Development: The Experiences of Women in Rural Communities in Ghana","year":2024,"lang":"en","type":"article","venue":"Social Inclusion","topic":"Resilience and Mental Health","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Empowerment; Sociology; Thematic analysis; Community resilience; Functional illiteracy; Poverty; Solidarity; Psychological resilience; Community development; Qualitative research; Economic growth; Gender studies; Political science; Socioeconomics; Social psychology; Psychology; Social science; Politics; Resource (disambiguation)","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":[0.002605895,0.00008738223,0.0001831927,0.0002349967,0.0006138799,0.00001417569,0.0004394131,0.00009011231,0.0001270044],"category_scores_gemma":[0.00002332496,0.00006817194,0.0000224587,0.0006605536,0.000243244,0.0001254695,0.0007791996,0.0005326662,0.000005988279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000758014,"about_ca_system_score_gemma":0.0001436207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02994438,"about_ca_topic_score_gemma":0.02402492,"domain_scores_codex":[0.9979777,0.0009564238,0.0003859987,0.0000703243,0.0001822672,0.0004272811],"domain_scores_gemma":[0.9994694,0.0002965227,0.00004699927,0.0001475575,0.000009489527,0.00003003079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005210673,0.0001422273,0.009122086,0.00004958198,0.00000198338,0.000004994022,0.9327277,0.000001086198,0.0001496156,0.003139642,0.00002183875,0.05458712],"study_design_scores_gemma":[0.0002222411,0.00005689736,0.06747612,0.0002630267,4.668753e-7,0.000001159947,0.9279717,0.00002467864,0.0001958838,0.003450329,0.0002672353,0.00007032834],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946533,0.0008798421,0.000002774148,0.0002051457,0.0003159765,0.0002023773,8.711025e-7,0.0000149658,0.003724726],"genre_scores_gemma":[0.9995643,0.00003106692,0.00003151011,0.0001180103,0.00002388581,0.0001281715,0.0000038456,0.000006944675,0.00009228811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05835403,"threshold_uncertainty_score":0.9937841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03646527457824034,"score_gpt":0.4055628753923901,"score_spread":0.3690976008141497,"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."}}