{"id":"W4385886219","doi":"10.55274/r0011585","title":"PR-015-17606-R03 Flow Conditioner Swirl Reduction Testing","year":2019,"lang":"en","type":"report","venue":"","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conditioners; Flow (mathematics); Air conditioning; Conditioning; Environmental science; Materials science; Engineering; Mechanics; Mechanical engineering; Physics; Mathematics; Environmental engineering; Statistics","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":[0.001741343,0.0004575553,0.0003437012,0.0008615786,0.0006519402,0.0006549691,0.0007932055,0.0007451043,0.01650731],"category_scores_gemma":[0.00205137,0.0001941776,0.0002722031,0.0003457985,0.0004920494,0.0005764707,0.0003108282,0.0003653968,0.004061177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008558526,"about_ca_system_score_gemma":0.001925156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01242259,"about_ca_topic_score_gemma":0.009814668,"domain_scores_codex":[0.9977037,0.0001838345,0.00004459037,0.0001380004,0.001756271,0.0001735733],"domain_scores_gemma":[0.9987118,0.0001878304,0.00007260733,0.0001090707,0.0008518065,0.00006676409],"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":[0.002373299,0.001354522,0.009707264,0.0004243415,0.00003690227,0.0004705955,0.0003584611,0.007232929,0.7998236,0.002400787,0.01736532,0.158452],"study_design_scores_gemma":[0.0002836889,0.004057717,0.01670992,0.00003977185,0.00003011502,0.0003711672,0.000164005,0.009742321,0.9248892,0.0001523185,0.04351246,0.00004732529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8306125,0.000314541,0.06319312,0.0003348929,0.0001830414,0.002488363,0.006056807,0.007240513,0.0895762],"genre_scores_gemma":[0.8741199,0.0001964385,0.04131157,0.0001669292,0.00002361302,0.0006380731,0.00490251,0.0006838185,0.07795706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01650731,"threshold_uncertainty_score":0.05522239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06537941799280379,"score_gpt":0.2441055110517842,"score_spread":0.1787260930589804,"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."}}