{"id":"W2890096301","doi":"10.1371/journal.pone.0202470","title":"Education, poverty and \"purity\" in the context of adolescent girls' secondary school retention and dropout: A qualitative study from Karnataka, southern India","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Department for International Development; Government of the United Kingdom; University of Manitoba; ViiV Healthcare; London School of Hygiene and Tropical Medicine","keywords":"Peer pressure; Context (archaeology); Poverty; Socioeconomic status; Psychology; Child marriage; Qualitative research; Thematic analysis; Developmental psychology; Social psychology; Sociology; Population; Political science; Demography; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007943342,0.00008656557,0.0001643307,0.00005991841,0.0003239598,0.00007528306,0.0001675872,0.00005818702,0.0002184185],"category_scores_gemma":[0.0002855235,0.00006989487,0.00001836451,0.0001627258,0.0002767314,0.0001696734,0.00002289374,0.0001541847,0.00001657655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005690405,"about_ca_system_score_gemma":0.0004005767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01848487,"about_ca_topic_score_gemma":0.02016225,"domain_scores_codex":[0.9983709,0.0007076305,0.0002227921,0.0002185005,0.0003460048,0.0001341803],"domain_scores_gemma":[0.9992815,0.000131178,0.0001423769,0.0001738929,0.000193506,0.00007760218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000255723,0.001917801,0.2940165,0.00001929823,0.00005106238,1.329141e-7,0.7010556,9.290299e-10,0.00003537449,0.000585666,0.001008772,0.001284225],"study_design_scores_gemma":[0.000351181,0.00007375817,0.3781947,0.0000983271,0.00004450193,6.206899e-8,0.6180323,0.000001142225,0.00003321412,0.002565366,0.0005341745,0.00007117198],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923881,0.001220736,0.000001008263,0.002368646,0.00008050998,0.0005854254,0.00008978832,0.00001053617,0.003255202],"genre_scores_gemma":[0.9981581,0.0001521283,0.00004936848,0.0009101635,0.0002692542,0.00002420957,0.0000218515,0.000006653363,0.0004082902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08417823,"threshold_uncertainty_score":0.9977173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321334014955672,"score_gpt":0.3017997365283008,"score_spread":0.2696663350327336,"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."}}