{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01012886,0.0009704767,0.000501149,0.0008493023,0.01390962,0.008394656,0.002450874,0.007086956,0.01971835],"category_scores_gemma":[0.02585861,0.0004609729,0.0005332352,0.0006235066,0.01016786,0.007571069,0.01470789,0.01191793,0.002911856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00285256,"about_ca_system_score_gemma":0.007065371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00248216,"about_ca_topic_score_gemma":0.008079273,"domain_scores_codex":[0.9883088,0.008256328,0.0001434612,0.0002783908,0.0008392603,0.002173684],"domain_scores_gemma":[0.9772549,0.01093507,0.001576066,0.000509638,0.001140973,0.008583196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001815837,0.0004783378,0.004117174,0.0005990855,0.0000542242,0.002798558,0.6229953,0.0001347264,0.0008760971,0.02259541,0.24899,0.09617948],"study_design_scores_gemma":[0.00004738974,0.0001774516,0.001296236,0.0006185917,0.00003053444,0.0007786354,0.3997578,0.0001307013,0.0003766703,0.01127464,0.5854761,0.00003524243],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1275117,0.009066771,0.006172955,0.6589295,0.009562702,0.0003012556,0.000259081,0.0003518493,0.1878442],"genre_scores_gemma":[0.8453118,0.007002402,0.004000177,0.07475393,0.002782987,0.000546476,0.0001975579,0.0002575319,0.06514718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01971835,"threshold_uncertainty_score":0.06596446,"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."}}