{"id":"W7046748835","doi":"","title":"Effect of teatcup removal settings on milking efficiency and milk quality in a pasture-based automatic milking system","year":2021,"lang":"en","type":"other","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Milking; Automatic milking; Somatic cell count; Milk production; Quarter (Canadian coin); Dairy industry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001198547,0.0004877705,0.001218744,0.001774115,0.00007536367,0.00003060758,0.0005525155,0.0004858955,0.002945225],"category_scores_gemma":[0.0002385001,0.0004435205,0.0001900466,0.001197591,0.0004802696,0.00001834276,0.0003120588,0.0007071272,0.000006539179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004688228,"about_ca_system_score_gemma":0.0002815175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001873469,"about_ca_topic_score_gemma":0.0002234219,"domain_scores_codex":[0.9970248,0.0002078816,0.000925069,0.0007452607,0.0006228699,0.00047415],"domain_scores_gemma":[0.9978563,0.0002303373,0.0007910647,0.0009543333,0.00009733922,0.00007064838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002739078,0.001530213,0.03455684,0.0295415,0.0007706879,0.0004252482,0.0002351221,0.0001644059,0.02970236,0.05301645,0.03033335,0.8194499],"study_design_scores_gemma":[0.02450268,0.0039809,0.003344709,0.07489584,0.0007099128,0.00004317243,0.002294869,0.02604684,0.1319278,0.0002088889,0.7282938,0.003750569],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7712717,0.001342639,0.0005723518,0.001029123,0.0006910311,0.002369159,0.0001073099,0.0003461092,0.2222706],"genre_scores_gemma":[0.9859765,0.00001173836,0.004159197,0.00001969115,0.0001327717,0.0002206791,0.0001040663,0.0001463199,0.00922899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8156993,"threshold_uncertainty_score":0.9998016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008256620653046748,"score_gpt":0.2781478421218774,"score_spread":0.2698912214688307,"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."}}