{"id":"W4406488887","doi":"10.1016/s0967-0653(97)80660-6","title":"10.1016/s0967-0653(97)80660-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000950504,0.0001296015,0.0001486743,0.00007869666,0.00003880756,0.0000351338,0.0001466519,0.00004476238,0.9987299],"category_scores_gemma":[0.000008546907,0.0001300699,0.00007998575,0.0002470468,0.000008639918,0.00007714359,0.000009604922,0.00007928636,0.9995663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003247367,"about_ca_system_score_gemma":0.000004773776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000079464,"about_ca_topic_score_gemma":4.699903e-7,"domain_scores_codex":[0.9993137,0.00001122865,0.0001381474,0.0001288468,0.0001772975,0.0002308205],"domain_scores_gemma":[0.9996446,0.00001062587,0.000006484175,0.0002121311,0.00002045865,0.0001056898],"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":[0.000007638586,0.00001221586,7.420887e-8,0.000008117256,0.00005347439,0.000002789467,0.00001210733,0.007372987,0.00009712859,1.932322e-7,0.1018107,0.8906226],"study_design_scores_gemma":[0.0001268614,0.00001982469,0.000002294704,0.00001223268,0.00003548751,8.111608e-7,5.6632e-7,0.008309846,0.0004184907,0.000002198808,0.9908984,0.0001730393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002027726,0.0001535404,0.000006757951,0.00005364792,0.000001766109,0.00006283345,0.000004423557,0.000340284,0.999174],"genre_scores_gemma":[0.0003404486,6.689693e-7,0.00009622122,0.00001059517,0.0001430488,0.000009818131,0.0000122988,0.00002985288,0.999357],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8904495,"threshold_uncertainty_score":0.5304097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007519011332795736,"score_gpt":0.1501239242320402,"score_spread":0.1426049128992445,"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."}}