{"id":"W7001915268","doi":"","title":"Livestock Vaccine Innovation Fund (LVIF) Policy Brief","year":2023,"lang":"en","type":"other","venue":"CGSPace A Repository of Agricultural Research Outputs (Consultative Group for International Agricultural Research)","topic":"Forensic Fingerprint Detection Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"International Livestock Research Institute; International Development Research Centre; Global Affairs Canada; Bill and Melinda Gates Foundation","keywords":"Livestock; Government (linguistics); Production (economics); Public policy; Key (lock); Agriculture","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","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007934596,0.0006887951,0.0009302119,0.003442084,0.001991412,0.0006847951,0.002144051,0.0009809586,0.0002403616],"category_scores_gemma":[0.04629769,0.0004801044,0.0004804916,0.008284989,0.002426047,0.0007637463,0.0008223182,0.002311555,0.0002719216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003126174,"about_ca_system_score_gemma":0.0009170345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03233367,"about_ca_topic_score_gemma":0.01899369,"domain_scores_codex":[0.9863526,0.003156532,0.001256112,0.001532423,0.005793659,0.001908662],"domain_scores_gemma":[0.9729529,0.006654769,0.001087414,0.0005189785,0.01822931,0.0005566348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002757436,0.0002250806,0.0001619803,0.000196887,0.0006934238,0.00001878161,0.005588332,0.00001072083,0.0236828,0.1630425,0.8014494,0.00465438],"study_design_scores_gemma":[0.001433193,0.0008423436,0.05434722,0.001298338,0.00004042447,0.00002207317,0.02238146,0.000006284264,0.004246339,0.002157456,0.9123959,0.0008289805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05665199,0.001471946,0.0003582711,0.03531569,0.008226357,0.01273225,0.001558778,0.002352288,0.8813324],"genre_scores_gemma":[0.03474901,0.0008616771,0.003171618,0.00003703558,0.007650101,0.00104753,0.00050735,0.0004559809,0.9515197],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1608851,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112730079734323,"score_gpt":0.4337459231684899,"score_spread":0.3224729151950577,"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."}}