{"id":"W2344072655","doi":"10.1093/cdj/bsv047","title":"‘Don't make my people beggars’: a developing world house of cards","year":2015,"lang":"en","type":"article","venue":"Community Development Journal","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Public Health Ontario; University of Toronto; The Debajehmujig Creation Centre (Canada)","funders":"","keywords":"Public health; Library science; Media studies; Medicine; History; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002630859,0.0007228705,0.0004064619,0.0006858357,0.02783035,0.006832941,0.002108779,0.002664894,0.01793006],"category_scores_gemma":[0.003721309,0.0006273061,0.0003187438,0.000990851,0.007923389,0.006472321,0.006399851,0.006048537,0.002155473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004559272,"about_ca_system_score_gemma":0.006030783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02323051,"about_ca_topic_score_gemma":0.05151795,"domain_scores_codex":[0.9983692,0.0006918076,0.00004323847,0.0001238801,0.0001527559,0.0006192139],"domain_scores_gemma":[0.9979843,0.0002955742,0.0001518479,0.0001026414,0.0002168988,0.001248796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001500345,0.0004440032,0.02103873,0.0003980224,0.00002404114,0.02342876,0.5145743,0.000177134,0.001740861,0.03927422,0.3159804,0.0827694],"study_design_scores_gemma":[0.00001100761,0.00008153218,0.003918306,0.0002384799,0.000008151006,0.003010857,0.5555571,0.0001123742,0.0002566969,0.001637269,0.4351217,0.00004649371],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5759629,0.007682976,0.003912946,0.2496835,0.007765979,0.0007211065,0.0003110211,0.0003040991,0.1536555],"genre_scores_gemma":[0.7893506,0.005490302,0.004415529,0.05545243,0.0004815905,0.0002201384,0.0001978914,0.0003027488,0.1440887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02783035,"threshold_uncertainty_score":0.059982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06741197322203546,"score_gpt":0.3184648548187801,"score_spread":0.2510528815967446,"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."}}