{"id":"W3087336810","doi":"10.3220/lbf_2013_155-160","title":"Effects of cross-sectional area in a vacuum control valve and flow rate on the teat-end vacuum in individual quarter milking systems.","year":2013,"lang":"en","type":"article","venue":"OpenAgrar","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Milking; Environmental science; Volumetric flow rate; Flow (mathematics); Flow control (data); Mathematics; Animal science; Engineering; Mechanics; Biology; Physics; Geography; Telecommunications","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":[0.0008200981,0.0002615793,0.0003127288,0.00023766,0.0002510443,0.0007049718,0.0003460295,0.0003509075,0.001586835],"category_scores_gemma":[0.002194808,0.0002769608,0.0003109578,0.0002142864,0.0002041447,0.0005269997,0.0003134562,0.0003363988,0.0003205748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003149705,"about_ca_system_score_gemma":0.0002325961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009502799,"about_ca_topic_score_gemma":0.001005669,"domain_scores_codex":[0.9995241,0.0001166954,0.00004349183,0.0001098644,0.0001142724,0.00009156817],"domain_scores_gemma":[0.9985154,0.0008814384,0.000202292,0.00008300457,0.0002324449,0.00008547727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003501266,0.0002636072,0.007598422,0.0003282827,0.0000613677,0.00009435625,0.000476481,0.001894783,0.9504182,0.000093369,0.0002778494,0.03499196],"study_design_scores_gemma":[0.00003822492,0.004470187,0.05681388,0.00003625177,0.0001266244,0.0001120443,0.0003471407,0.005187501,0.9298838,0.00003915309,0.002912167,0.0000331126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970441,0.001467,0.0009057007,0.00002574985,0.00002344602,0.00001545863,0.0001079574,0.00004626058,0.0003644236],"genre_scores_gemma":[0.9978701,0.0004425857,0.0008756238,0.00001901513,0.000007055489,0.00001409026,0.0001244511,0.00002627815,0.0006207964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001586835,"threshold_uncertainty_score":0.005308449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792855439216399,"score_gpt":0.2238792337696356,"score_spread":0.2059506793774716,"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."}}