{"id":"W7052785988","doi":"","title":"TIME VARYING GENDER AND PASSIVE TISSUE RESPONSES TO PROLONGED DRIVING","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Lumbar; Sitting; Pelvic tilt; Low back pain; Lumbar spine; Range of motion; Pelvis; Back pain","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":[0.00008101189,0.0002814596,0.0003991621,0.0003150952,0.0001645971,0.0000194879,0.0004086775,0.0002413946,0.00008863458],"category_scores_gemma":[0.0000359303,0.0003652343,0.00004286988,0.0001984066,0.00004783713,0.0002307087,0.00007904033,0.0003280454,0.00007788534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159157,"about_ca_system_score_gemma":0.00009559286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005411137,"about_ca_topic_score_gemma":0.003035028,"domain_scores_codex":[0.9987637,0.00004633457,0.0001269859,0.0003879206,0.0002480016,0.0004270103],"domain_scores_gemma":[0.9992107,0.00007610533,0.00008558574,0.0004050311,0.00009560934,0.0001269355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006352362,0.00009704777,0.0002776902,0.001402332,0.001093044,0.00044358,0.5694566,0.002791554,0.384053,0.0001040036,0.02428737,0.01535859],"study_design_scores_gemma":[0.01028542,0.00449059,0.04410184,0.004980465,0.004470251,0.0005619059,0.3508734,0.1529637,0.3664625,0.001614063,0.04423833,0.0149575],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9979443,0.0004507711,0.00005323664,0.0001362079,0.0001183609,0.0003957131,0.00003996741,0.0001902526,0.0006711896],"genre_scores_gemma":[0.4813839,0.001266468,0.008044805,0.00002620534,0.00009174275,0.000003475541,0.0009308447,0.000216958,0.5080355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5165604,"threshold_uncertainty_score":0.99988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006766538606593742,"score_gpt":0.196952064163072,"score_spread":0.1901855255564783,"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."}}