{"id":"W4235427981","doi":"10.22215/etd/2006-07703","title":"Effect of horizontal alignment on driver speed behaviour on different road classifications","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage","funders":"University of Ottawa","keywords":"Computer science; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000243283,0.0001913213,0.0002158597,0.0002820239,0.0002000884,0.0004345684,0.0001096326,0.0002587602,0.003916507],"category_scores_gemma":[0.001622899,0.0001287014,0.0001812459,0.0002368639,0.0001200371,0.0001945683,0.0002190087,0.0002403672,0.000861262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001896979,"about_ca_system_score_gemma":0.0001696291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00809808,"about_ca_topic_score_gemma":0.01183375,"domain_scores_codex":[0.9997839,0.00004445594,0.00001202029,0.00004041487,0.0000319812,0.00008725776],"domain_scores_gemma":[0.9987465,0.0005916719,0.0001638677,0.00006557213,0.0002224144,0.0002099874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01296192,0.001027205,0.8641984,0.0001116267,0.0002503905,0.0001658592,0.0006422669,0.01110116,0.05274278,0.0001469033,0.001766288,0.05488525],"study_design_scores_gemma":[0.0000150641,0.0008166488,0.990572,0.000006897414,0.00003962028,0.00002582765,0.0003260557,0.004862084,0.003058868,0.00003208411,0.0002368148,0.00000804242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990607,0.00002242525,0.0001512635,0.0000110979,0.000008405838,0.000004085629,0.0001879028,0.00001294644,0.0005411441],"genre_scores_gemma":[0.9990506,0.00001750764,0.00008832511,0.00000564524,0.000002487436,0.000004454362,0.0003519821,0.000006721686,0.0004723187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00809808,"threshold_uncertainty_score":0.01610184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003746885617817619,"score_gpt":0.2144873247067258,"score_spread":0.2107404390889082,"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."}}