{"id":"W2327015984","doi":"10.2514/6.2006-1043","title":"Identification of Pressure Measurement System Based on Surface Stress Sensitive Films","year":2006,"lang":"en","type":"article","venue":"44th AIAA Aerospace Sciences Meeting and Exhibit","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Identification (biology); Stress (linguistics); Materials science; Pressure measurement; Computer science; Engineering; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.000884771,0.0001575637,0.0002173303,0.00002961277,0.0001846024,0.00005389817,0.0001267409,0.00008422635,0.000006880854],"category_scores_gemma":[0.0002162052,0.000134591,0.00005962868,0.0002562568,0.0002092714,0.00006405844,0.00002531302,0.0001230579,0.000005183512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003463477,"about_ca_system_score_gemma":0.0000305772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001932769,"about_ca_topic_score_gemma":0.000007987363,"domain_scores_codex":[0.9982877,0.0000440598,0.0003070282,0.0003895397,0.0006979597,0.0002737014],"domain_scores_gemma":[0.9992778,0.0001445617,0.0001643022,0.0001783251,0.0001529567,0.00008207214],"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":[0.00001696966,0.00003536065,0.001614623,0.0002846932,0.00000909282,0.000002000781,0.00007163121,0.4538658,0.5434064,0.0005626273,0.0001181189,0.00001260645],"study_design_scores_gemma":[0.0001300979,0.00002186229,0.0002467541,0.0003156014,0.00002645304,9.175307e-7,0.0005670316,0.4197203,0.5788388,0.000003655948,0.00001921254,0.0001093967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832067,0.0002157261,0.002558641,0.0002512907,0.00008559912,0.0001350006,0.00003545314,0.0001286254,0.013383],"genre_scores_gemma":[0.9988743,0.00000189919,0.0004410468,0.00001133421,0.00004731808,0.00000189104,0.000004027961,0.000008866681,0.0006093385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03543231,"threshold_uncertainty_score":0.5488462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203183633529693,"score_gpt":0.2148758923561801,"score_spread":0.2028440560208831,"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."}}