{"id":"W4308115093","doi":"10.6000/1927-520x.2022.11.04","title":"Description of Four Dual-Purpose River Buffalo (Bubalis bubalis) Production Systems in Tropical Wetlands of Mexico. Part 2: Sanitary Management, Milking, Zootechnical and Economic Indicators","year":2022,"lang":"en","type":"article","venue":"Journal of Buffalo Science","topic":"Silkworms and Sericulture Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Milking; Animal science; Ice calving; Milk production; Toxicology; Livestock; Animal husbandry; Lactation; Biology; Agriculture; Pregnancy; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000149398,0.0002999379,0.0001356428,0.001532589,0.0007750264,0.0004243165,0.0004317844,0.0001736761,0.001541785],"category_scores_gemma":[0.0002287085,0.0002057617,0.0001859763,0.0009923228,0.000395332,0.000231787,0.0005267356,0.0001436388,0.0001406659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069853,"about_ca_system_score_gemma":0.0008073244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04471948,"about_ca_topic_score_gemma":0.1366552,"domain_scores_codex":[0.9998465,0.00001598023,0.00001252622,0.0000453122,0.00001964798,0.0000600725],"domain_scores_gemma":[0.999702,0.00002004077,0.0001600064,0.00001352623,0.00003865473,0.00006571541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001339585,0.0001375652,0.9565632,0.0001162697,0.00003471559,0.0008263026,0.00148909,0.0003566609,0.01098795,0.0002242338,0.000601847,0.02852811],"study_design_scores_gemma":[0.000003205855,0.00008143576,0.9967725,0.00000764419,0.00001059016,0.0002646924,0.001024042,0.0001917691,0.0003469161,0.00001691405,0.00127543,0.000004789743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972118,0.00009483163,0.0004213061,0.00001511555,0.000002438991,0.00008432256,0.0006365963,0.00001838246,0.001515179],"genre_scores_gemma":[0.9933652,0.0001344471,0.003382574,0.00001221235,0.000003323263,0.0001661354,0.001350907,0.000004767197,0.001580264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04471948,"threshold_uncertainty_score":0.08891839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573870727266565,"score_gpt":0.2381918412610814,"score_spread":0.2124531339884158,"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."}}