{"id":"W4313183004","doi":"10.1007/978-3-030-95411-6_11","title":"In Situ Techniques","year":2022,"lang":"en","type":"book-chapter","venue":"Mechanical engineering series","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Pitot tube; Strain gauge; Cartesian coordinate system; Pressure measurement; Mechanical engineering; Wheatstone bridge; Pressure sensor; Thermoelectric effect; Transducer; System of measurement; Engineering; Acoustics; Electrical engineering; Mechanics; Physics; Mathematics; Thermodynamics; Geometry; Resistor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001761127,0.0004025121,0.0005076452,0.0003504892,0.00002869078,0.00002860797,0.0002545675,0.000254894,0.001812141],"category_scores_gemma":[0.00001908984,0.0004656329,0.0001913732,0.00009356072,0.00001122279,0.0001856968,0.00009239549,0.0007405224,0.00004373155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002366652,"about_ca_system_score_gemma":0.00001228558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003852613,"about_ca_topic_score_gemma":0.00002950867,"domain_scores_codex":[0.9987368,0.000004631172,0.0003723426,0.0002647427,0.0003307447,0.0002907162],"domain_scores_gemma":[0.9995485,0.00002334481,0.00002739038,0.0003142329,0.00001707062,0.00006947209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002541249,0.00002768415,8.148693e-7,0.0008379666,0.0005053508,0.0004482406,0.000110454,0.03752838,0.09509338,0.8536974,0.006012777,0.005712098],"study_design_scores_gemma":[0.0000937896,0.00005671189,9.067201e-7,0.0001473844,0.00006240948,0.00001237885,0.00000405382,0.003351041,0.01992373,0.003184688,0.9724398,0.0007230752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002635818,0.004397829,0.008737658,0.0005259918,0.003068809,0.000859073,0.00009081466,0.006181097,0.9758751],"genre_scores_gemma":[0.1405223,0.007947151,0.01995476,0.0003545652,0.002618474,0.000798109,0.0004763002,0.002140864,0.8251874],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.966427,"threshold_uncertainty_score":0.9997795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009722933510735346,"score_gpt":0.1784135121139444,"score_spread":0.168690578603209,"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."}}