{"id":"W2994160827","doi":"10.17170/kobra-20191030733","title":"Assessment of a pragmatic strategy to improve health of kacang goats in subsistence agricultural communities in Indonesian Borneo","year":2019,"lang":"en","type":"article","venue":"Journal of Agriculture and Rural Development in the Tropics and Subtropics (University of Kassel)","topic":"Livestock Farming and Management","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Animal husbandry; Subsistence agriculture; Deworming; Herd; Livestock; Agriculture; Indonesian; Sanitation; Anthelmintic; Malnutrition; Geography; Agricultural science; Socioeconomics; Business; Veterinary medicine; Medicine; Biology; Helminths; Forestry; Economics","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":[0.0004002328,0.0001076947,0.000381658,0.00007301781,0.00005794443,0.00001534518,0.0002642978,0.00005571585,0.000004672964],"category_scores_gemma":[0.000005173414,0.00004277772,0.00004577054,0.0003578475,0.0000424885,0.0001394152,0.0000885907,0.0001963421,9.17971e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005876204,"about_ca_system_score_gemma":0.00003975438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430075,"about_ca_topic_score_gemma":0.00942787,"domain_scores_codex":[0.9989845,0.0001510853,0.0003927749,0.00008171559,0.0002332741,0.0001566049],"domain_scores_gemma":[0.9993209,0.00009293263,0.0003974304,0.00004114648,0.00009639567,0.00005124764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001351705,0.0007374463,0.8861194,0.0006624664,0.0001105461,0.00002383545,0.02882108,0.0003488797,0.0387313,0.008525277,0.0001547546,0.03562982],"study_design_scores_gemma":[0.0004301168,0.0006583841,0.9061087,0.0002744231,0.000007344916,0.000007531404,0.09212,0.00001795067,0.00003909273,0.00008363303,0.0001747523,0.00007811567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979884,0.0002139346,0.00000703896,0.001322345,0.00003770551,0.0002714917,0.000004776525,0.000001320347,0.0001529976],"genre_scores_gemma":[0.9985206,0.0005874795,0.0007763192,0.0000387561,0.00001044211,4.881924e-7,0.000008229174,4.683139e-7,0.00005723449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06329892,"threshold_uncertainty_score":0.5260973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008724785509359562,"score_gpt":0.2009087307436139,"score_spread":0.1921839452342543,"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."}}