{"id":"W1000607707","doi":"","title":"Simulation investigations on airflow velocity in the short milking tube of the cluster","year":2001,"lang":"en","type":"article","venue":"Annals of Warsaw Agricultural University SGGW-AR. Agriculture","topic":"Mechanical and Thermal Properties Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Milking; Airflow; Udder; Cluster (spacecraft); Tube (container); Mechanics; Environmental science; Engineering; Animal science; Mechanical engineering; Physics; Computer science; Medicine; Mastitis; Biology","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":[0.000208316,0.0003500851,0.0003813328,0.0004775563,0.0004803188,0.0004015505,0.0003890147,0.0007159325,0.002173197],"category_scores_gemma":[0.0007700572,0.0001623977,0.0005655847,0.0002967621,0.0003849923,0.000309068,0.000305042,0.0003501814,0.0001609095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003496504,"about_ca_system_score_gemma":0.0004616212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01076548,"about_ca_topic_score_gemma":0.004626922,"domain_scores_codex":[0.9998814,0.00002659933,0.0000065735,0.00002210223,0.0000260076,0.00003740247],"domain_scores_gemma":[0.9995236,0.0002959042,0.00003587789,0.00002746852,0.0000713038,0.00004590314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002318117,0.00009411846,0.01000016,0.00005534195,0.00001771266,0.0001250144,0.00009583905,0.9794748,0.006077676,0.0006338989,0.0002592793,0.00293438],"study_design_scores_gemma":[0.00002346875,0.0001711376,0.004230695,0.000006935609,0.00001092829,0.00001850286,0.00007150677,0.9925935,0.002422655,0.000144309,0.0002960613,0.00001035426],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896747,0.00005849742,0.00608108,0.00006117162,0.00001986906,0.00003045719,0.0002584382,0.0000953987,0.003720362],"genre_scores_gemma":[0.9981872,0.00003418637,0.0008504405,0.000004494586,0.000002468231,0.00001991088,0.0001499626,0.000007696994,0.0007435536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01076548,"threshold_uncertainty_score":0.02140558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03111574443998151,"score_gpt":0.2064208543555122,"score_spread":0.1753051099155307,"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."}}