{"id":"W4395467936","doi":"10.1017/9781009343657.011","title":"Measurement Techniques","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Fluid dynamics and aerodynamics studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa","funders":"","keywords":"Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.00007997707,0.0003884812,0.0003259303,0.0001756952,0.00008138942,0.00004544693,0.0002788502,0.0002601065,0.000001225015],"category_scores_gemma":[0.000001693807,0.0004554154,0.000198391,0.000006397439,0.00009336058,0.0000318356,0.0002527852,0.000454241,0.0000278236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005567902,"about_ca_system_score_gemma":0.00002597717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002389284,"about_ca_topic_score_gemma":0.000008503543,"domain_scores_codex":[0.9990017,0.000003821285,0.000151339,0.0003175648,0.0002944654,0.0002311243],"domain_scores_gemma":[0.999406,0.000008152191,0.00003024338,0.0003472838,0.0001271721,0.00008118927],"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":[0.000004072516,0.000001860441,9.071315e-8,0.0003196915,0.0003466386,0.0001772609,0.00001260968,0.00004046704,0.0002467332,0.9573991,0.04033802,0.001113479],"study_design_scores_gemma":[0.00007386675,0.00001932598,0.000001254687,0.0004778229,0.0002168667,0.000005956574,0.000006923281,0.004346363,0.0001972181,0.00006185038,0.9941038,0.0004887321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001152695,0.001837908,0.0009829907,0.00000828448,0.0004728893,0.0002555768,0.0002332892,0.00113567,0.9950619],"genre_scores_gemma":[0.001965346,0.001071798,0.0001140592,0.00001040369,0.0001208008,0.000001409624,0.00001690062,0.0001124619,0.9965868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9573372,"threshold_uncertainty_score":0.9997898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504260012659405,"score_gpt":0.1696204613584648,"score_spread":0.1545778612318708,"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."}}