{"id":"W7066089675","doi":"","title":"Genetic analysis of Canadian Holstein cows milked by an automatic milking system","year":2008,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Milking; Automatic milking; Dairy cattle; Lactation; Yield (engineering); Heritability","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0005999809,0.000277202,0.0002756941,0.001397933,0.001258814,0.0004420053,0.0005408932,0.0002510415,0.001335401],"category_scores_gemma":[0.001000794,0.0001940575,0.0002792421,0.001894081,0.0004337714,0.00008536392,0.0001865133,0.0002758637,0.0001407648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008353684,"about_ca_system_score_gemma":0.003655916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9268707,"about_ca_topic_score_gemma":0.9602618,"domain_scores_codex":[0.9994653,0.00005628595,0.00001431095,0.0001566874,0.0001967779,0.0001106325],"domain_scores_gemma":[0.9993964,0.0001168347,0.0001078983,0.00004218952,0.0002352447,0.000101333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008066027,0.0001264941,0.9311767,0.00003358293,0.000312602,0.0006812357,0.001693927,0.001133999,0.03546295,0.0004167937,0.0007917333,0.02736344],"study_design_scores_gemma":[0.000004292025,0.00002327818,0.9988158,0.000002562492,0.0000133413,0.0000449341,0.0001126592,0.00034493,0.0002263983,0.000009826408,0.0003962009,0.000005752157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986176,0.00007684024,0.0001808399,0.00002243135,0.000001813414,0.000008777568,0.0005588544,0.000005246547,0.0005274644],"genre_scores_gemma":[0.9964115,0.0001133224,0.000751249,0.00002601759,0.00000195607,0.00001076967,0.0009949546,0.000007382569,0.001682844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0731293,"threshold_uncertainty_score":0.1471199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161483337745042,"score_gpt":0.2174637880130683,"score_spread":0.2058489546356179,"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."}}