{"id":"W2955472028","doi":"10.5713/ajas.19.0256","title":"Current status, challenges and prospects for dairy goat production in the Americas","year":2019,"lang":"en","type":"article","venue":"Asian-Australasian Journal of Animal Sciences","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subsistence agriculture; Livestock; Production (economics); Agricultural economics; Consumption (sociology); Business; Agriculture; Geography; Agricultural science; Biology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001031029,0.0001369072,0.0001739401,0.00004473496,0.0001340281,0.00006237766,0.0003006287,0.00003619938,0.00007714831],"category_scores_gemma":[0.00008281514,0.00007526589,0.00006522638,0.0002640515,0.0005916254,0.0008894528,0.00005148601,0.0002120269,0.00001302345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001394482,"about_ca_system_score_gemma":0.00002346144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001529029,"about_ca_topic_score_gemma":0.00004472289,"domain_scores_codex":[0.9985406,0.00008539359,0.0002685228,0.0002795829,0.0004350873,0.0003907649],"domain_scores_gemma":[0.9995251,0.0000466544,0.0002143605,0.00009753926,0.000008516272,0.00010787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003375921,0.0007348327,0.700213,0.0001254715,0.00001868151,0.00002231518,0.02678721,0.0006267174,0.009434129,0.00104757,0.001758372,0.2588942],"study_design_scores_gemma":[0.0002244911,0.002268706,0.9592526,0.0000372668,0.00001133803,0.0001396678,0.03126575,0.00001344043,0.0003013613,0.001253953,0.00511258,0.0001188711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896545,0.0009184346,0.000004256381,0.006521124,0.000127466,0.0004705917,0.000001420549,0.000003991591,0.002298251],"genre_scores_gemma":[0.9986702,0.0006713297,0.0004862291,0.00003121397,0.00009721742,0.000005879534,3.617039e-7,0.000003913595,0.00003361662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2590396,"threshold_uncertainty_score":0.3069254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172354473942454,"score_gpt":0.2823229818009171,"score_spread":0.2605994370614926,"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."}}