{"id":"W4389192068","doi":"10.22215/etd/2023-15669","title":"A Study of Vibration and Noise During Neonatal Patient Transport by Ground Ambulance","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Noise (video); Vibration; Acceleration; Ground transportation; Computer science; Engineering; Transport engineering; Acoustics; Physics; Artificial intelligence","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":[0.0002903612,0.0001980703,0.0002158247,0.0002790805,0.0003813399,0.0002513693,0.0002025377,0.0003447123,0.001026505],"category_scores_gemma":[0.001087855,0.00008788717,0.0001636977,0.000224324,0.0001772367,0.0001023264,0.0001850448,0.0002061005,0.0002147937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286815,"about_ca_system_score_gemma":0.0002891901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002447914,"about_ca_topic_score_gemma":0.00224972,"domain_scores_codex":[0.9997826,0.00006708496,0.00001045558,0.00003694122,0.00007121354,0.000031584],"domain_scores_gemma":[0.9996198,0.0002177842,0.0000306917,0.00002327283,0.00007048431,0.00003788296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003830481,0.002573881,0.1840478,0.0006272972,0.0001733859,0.005882863,0.008278507,0.03105469,0.5091909,0.0009742081,0.002517429,0.2508486],"study_design_scores_gemma":[0.00009538847,0.01547148,0.8210621,0.0001062569,0.0001253112,0.00279157,0.01243944,0.04765122,0.09217156,0.0005849176,0.00739255,0.0001082682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996894,0.00004050422,0.001856994,0.00002960626,0.000008666629,0.00003414189,0.0000636902,0.00001154781,0.001060897],"genre_scores_gemma":[0.9965336,0.0001081463,0.001951025,0.00002263538,0.000008780662,0.00004242143,0.00009680284,0.000005539077,0.001230935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002447914,"threshold_uncertainty_score":0.004867315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005403332629937786,"score_gpt":0.21034384605058,"score_spread":0.2049405134206422,"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."}}