{"id":"W4411656487","doi":"10.51847/m4huac4dag","title":"10.51847/m4HuAc4daG","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hydraulic flow and structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trap (plumbing); Vortex; Mechanics; Tube (container); Flow (mathematics); Vortex tube; Materials science; Environmental science; Physics; Meteorology; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003639481,0.001076805,0.0004831055,0.001798077,0.001114093,0.001749743,0.0009555926,0.002697366,0.9424154],"category_scores_gemma":[0.0006201793,0.000309895,0.0004325113,0.00170288,0.0005914676,0.001426556,0.001334602,0.0008863098,0.9409377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009177121,"about_ca_system_score_gemma":0.0004485877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004557974,"about_ca_topic_score_gemma":0.004198881,"domain_scores_codex":[0.9997649,0.00001960574,0.00001573693,0.0000781811,0.00007124188,0.00005031392],"domain_scores_gemma":[0.9995211,0.00008073566,0.00002585822,0.00007689839,0.0001776591,0.0001177232],"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":[0.0002500488,0.0001476174,0.001484119,0.0002940074,0.00001769159,0.0002521847,0.00008503992,0.0004223436,0.004923515,0.005631693,0.242945,0.7435467],"study_design_scores_gemma":[0.00003486242,0.00003985531,0.0009996397,0.0001183974,0.00001131891,0.0002188715,0.00008384996,0.000475656,0.001040924,0.0008390744,0.996125,0.00001249928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00271078,0.0006849254,0.003536782,0.0009963277,0.0008372576,0.0001351751,0.001345936,0.002109962,0.9876429],"genre_scores_gemma":[0.004987642,0.0002804016,0.001925966,0.0004194848,0.00008629737,0.00006948646,0.0008257405,0.0002119238,0.9911931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05758464,"threshold_uncertainty_score":0.08213741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002840090995643673,"score_gpt":0.1522347710184816,"score_spread":0.1493946800228379,"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."}}