{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00304725,0.002029677,0.001897403,0.00366081,0.001931554,0.004325544,0.003841682,0.002615019,0.08503443],"category_scores_gemma":[0.006403081,0.001243646,0.001179755,0.003859884,0.00127731,0.004296621,0.003877403,0.003334491,0.0960806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001497275,"about_ca_system_score_gemma":0.002104153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001743541,"about_ca_topic_score_gemma":0.001831675,"domain_scores_codex":[0.9916298,0.000685449,0.0004725639,0.001830273,0.005105455,0.0002764554],"domain_scores_gemma":[0.9965719,0.0004707422,0.0001541795,0.000745846,0.001964257,0.00009307035],"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":[0.0002243579,0.0001089581,0.0009011934,0.002112353,0.00006189314,0.0002971758,0.0006293018,0.001521354,0.04274448,0.03129211,0.2648456,0.6552613],"study_design_scores_gemma":[0.00001921232,0.0001051536,0.001037389,0.0004417152,0.00003165734,0.0007126803,0.0001947501,0.002464549,0.01889025,0.006509104,0.9694955,0.00009812443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004932521,0.03443292,0.6024285,0.004261769,0.01448223,0.001583401,0.008507456,0.01463279,0.3147385],"genre_scores_gemma":[0.04058958,0.02142314,0.3634079,0.004625109,0.001938778,0.002208957,0.01234167,0.003816984,0.5496478],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08503443,"threshold_uncertainty_score":0.2844685,"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."}}