{"id":"W1179869370","doi":"","title":"Stories of change: Empowering women to tackle cattle lung disease","year":2014,"lang":"en","type":"article","venue":"CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"International Livestock Research Institute; International Development Research Centre; Government of Canada; University of Saskatchewan","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002193796,0.0004362027,0.0006107967,0.000217476,0.0009058484,0.0002897209,0.001590599,0.0001655533,0.00009477268],"category_scores_gemma":[0.009027991,0.0001810305,0.0003680844,0.001884477,0.0007676425,0.0009057799,0.0008470212,0.0005841888,0.00004277777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007876603,"about_ca_system_score_gemma":0.00006957958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001705896,"about_ca_topic_score_gemma":0.0008058957,"domain_scores_codex":[0.9930149,0.0009519442,0.0007799795,0.001021431,0.002854008,0.001377724],"domain_scores_gemma":[0.9855396,0.003477645,0.0003492761,0.0002057955,0.009340048,0.001087598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00144469,0.0006758085,0.008522391,0.0002466102,0.0002798638,0.000007600784,0.006304206,0.0000318863,0.9355032,0.007898753,0.03467276,0.004412171],"study_design_scores_gemma":[0.0005208494,0.001648507,0.9327487,0.0003220139,0.00002081905,0.000006354445,0.01607473,0.00003077595,0.02225039,0.0002111915,0.02573718,0.000428474],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896066,0.0005155315,0.0000117157,0.005185432,0.0004624442,0.002239676,0.0007304687,0.00008563023,0.001162464],"genre_scores_gemma":[0.9913149,0.00006968919,0.000200942,0.00005374379,0.001333343,0.001260931,0.0004058014,0.000009017524,0.005351641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9242263,"threshold_uncertainty_score":0.9993194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08653780583822833,"score_gpt":0.365723693190509,"score_spread":0.2791858873522806,"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."}}