{"id":"W4252456335","doi":"10.1016/b978-0-323-52338-7.00012-3","title":"Technologies That Aid Transportation","year":2020,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Alberta","funders":"","keywords":"Aeronautics; Business; Transport engineering; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001750791,0.0009039695,0.0002973163,0.001394231,0.0009850097,0.002864933,0.0005455907,0.001364884,0.2218439],"category_scores_gemma":[0.0003417652,0.0003205778,0.0003995516,0.001444113,0.0005110087,0.003323698,0.001724028,0.00129224,0.09562507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007087911,"about_ca_system_score_gemma":0.0007572529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006696675,"about_ca_topic_score_gemma":0.01727879,"domain_scores_codex":[0.9998767,0.00001097341,0.000005877626,0.00002298067,0.00006837169,0.00001499418],"domain_scores_gemma":[0.9999241,0.0000196979,0.000005289869,0.000009454597,0.00002758913,0.00001400447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001368348,0.00004693737,0.0002570572,0.0002442946,0.000004452419,0.00011934,0.0005523798,0.0002015275,0.0007691194,0.03655135,0.5412387,0.4200013],"study_design_scores_gemma":[0.000001031383,0.000007850232,0.0002400471,0.0001122777,0.000001730329,0.00006046757,0.0001591036,0.00005027842,0.00005085512,0.002650686,0.9966633,0.000002465205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00058431,0.01663821,0.001492766,0.001250238,0.001717216,0.00002783287,0.000140423,0.0001530849,0.977996],"genre_scores_gemma":[0.001603221,0.007694589,0.0005333957,0.0003403359,0.0001395685,0.00001592317,0.00006520779,0.00003182626,0.989576],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2218439,"threshold_uncertainty_score":0.742142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05852928359064282,"score_gpt":0.3363328558599182,"score_spread":0.2778035722692754,"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."}}