{"id":"W2607504478","doi":"10.31274/etd-180810-5553","title":"The genetic basis and improvement of feed efficiency in lactating Holstein dairy cattle","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dairy cattle; Holstein Cattle; Animal science; Biotechnology; Biology; Agricultural science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005599804,0.0001418009,0.0002726522,0.000738651,0.0002195431,0.000376378,0.000161796,0.0001772283,0.0004243974],"category_scores_gemma":[0.0005382652,0.0001144931,0.0001874459,0.0005703122,0.0001913839,0.0001152736,0.0001551422,0.0002486946,0.00005134322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003640098,"about_ca_system_score_gemma":0.0002524071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006573105,"about_ca_topic_score_gemma":0.01587932,"domain_scores_codex":[0.9998013,0.00004619757,0.00001541017,0.00005197486,0.00004852618,0.00003661324],"domain_scores_gemma":[0.9997014,0.0001256334,0.00009410321,0.00002038024,0.00002315303,0.00003529375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007654236,0.00011222,0.8320864,0.00004058762,0.000343823,0.0002862801,0.0003171715,0.0007519126,0.1440659,0.0001985379,0.00005445855,0.02097725],"study_design_scores_gemma":[0.000003469465,0.00006057653,0.9986212,0.000001983485,0.00002304765,0.00004796145,0.00004423526,0.0003093396,0.0007948591,0.00003291018,0.00005846013,0.000001909325],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999674,0.00008501916,0.000136765,0.000007700874,5.59467e-7,8.740589e-7,0.00003622157,0.000001958454,0.00005685365],"genre_scores_gemma":[0.998978,0.0001173237,0.0005342127,0.00001158255,0.000001915939,0.000002251886,0.0001369272,0.000002487467,0.0002153228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006573105,"threshold_uncertainty_score":0.01306969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102699716667343,"score_gpt":0.215858883480339,"score_spread":0.2048318863136656,"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."}}