{"id":"W2805962462","doi":"10.1080/23322705.2018.1471576","title":"The Prevalence of Bonded Labor in Three Districts of Karnataka State, India: Using a Unique Application of Mark-Recapture for Estimation","year":2018,"lang":"en","type":"article","venue":"Journal of Human Trafficking","topic":"Sex work and related issues","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Inuit Tapiriit Kanatami","funders":"Bangor University","keywords":"Estimation; Geography; State (computer science); Socioeconomics; Demography; Environmental health; Medicine; Sociology; Economics; Mathematics; Management","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":[0.001346743,0.00006348226,0.0001888046,0.0001292879,0.000201764,0.0000179485,0.0002667788,0.0000900435,0.000004444928],"category_scores_gemma":[0.0002405067,0.00004590984,0.00006347454,0.0003797942,0.0002945369,0.0001585401,0.0000127437,0.0001453139,8.559736e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000636802,"about_ca_system_score_gemma":0.0001413697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001227782,"about_ca_topic_score_gemma":0.0003076828,"domain_scores_codex":[0.998827,0.0001002684,0.0005754412,0.00007211765,0.0002930468,0.0001321461],"domain_scores_gemma":[0.997944,0.0002578858,0.001205473,0.00009270819,0.0004718111,0.00002813717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001393828,0.001377598,0.1700804,0.002686569,0.0005865339,0.00001242706,0.4824909,0.02605409,0.08365305,0.03859042,0.0005797211,0.1924945],"study_design_scores_gemma":[0.008261571,0.004518633,0.6328568,0.01008179,0.001058769,0.0000343036,0.06576874,0.04785621,0.1213163,0.1041548,0.002897956,0.001194064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958639,0.0009850368,0.002548645,0.00009159734,0.00009202481,0.0002722685,0.000003890907,0.000004471138,0.0001382354],"genre_scores_gemma":[0.9980441,0.0001621867,0.001671141,0.000003206935,0.00008600019,0.000001870804,7.532955e-7,0.000006668986,0.00002403886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4627765,"threshold_uncertainty_score":0.1872149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945890046943772,"score_gpt":0.3324567917877256,"score_spread":0.3129978913182879,"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."}}