{"id":"W2033437332","doi":"10.1080/09540120802298152","title":"The extent of community and public support available to families caring for orphans in Malawi","year":2008,"lang":"en","type":"article","venue":"AIDS Care","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Safeguarding; Safety net; Subsidy; Economic growth; Business; Socioeconomics; Food insecurity; Food security; Political science; Agriculture; Geography; Environmental health; Medicine; Sociology; Economics; Nursing","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":[0.000337466,0.00004774743,0.00008530813,0.00004018858,0.001155285,0.00002799387,0.0002066915,0.00003336216,0.00003114482],"category_scores_gemma":[0.0001660264,0.00003893395,0.00002726468,0.0001725563,0.0001551726,0.000114621,0.00003419118,0.00006456033,0.000003006397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006432066,"about_ca_system_score_gemma":0.0002505915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01819208,"about_ca_topic_score_gemma":0.07821204,"domain_scores_codex":[0.9994017,0.0001081095,0.0001083163,0.00006655694,0.0001245277,0.0001908171],"domain_scores_gemma":[0.9994696,0.0001290239,0.00002822515,0.0001677736,0.0001425987,0.00006280423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007818903,0.00004706411,0.6640264,0.0000329078,0.000009446056,2.806198e-7,0.3072696,0.000001378136,0.00002038662,0.006918699,0.009787419,0.01187862],"study_design_scores_gemma":[0.0001835852,0.00009850723,0.1767117,0.00001379448,0.000005989088,7.199123e-7,0.462344,8.245433e-7,0.0001356074,0.0002897171,0.3601318,0.00008376457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772025,0.001022562,0.000007162952,0.001196272,0.0001363739,0.0002187442,0.00002306709,0.00001179387,0.0201815],"genre_scores_gemma":[0.9973435,0.0007424774,0.00009347977,0.0001670998,0.00004038278,0.00002808039,0.00001116134,0.000004531796,0.001569311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4873146,"threshold_uncertainty_score":0.9883459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03891117522745592,"score_gpt":0.2921044542198056,"score_spread":0.2531932789923497,"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."}}