{"id":"W7028684634","doi":"","title":"The Future of Autonomous Vehicles","year":2020,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automation; Dream; Autonomous system (mathematics); Technology forecasting; Automotive industry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007031165,0.000204161,0.0002655294,0.00003441523,0.00003235147,0.00002656385,0.0003210406,0.0002122909,0.04831513],"category_scores_gemma":[0.00002676364,0.0001559214,0.0001100179,0.000008551038,0.00007433042,8.173212e-8,0.00004802541,0.0002853928,0.00110351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002381878,"about_ca_system_score_gemma":0.00001313685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003534912,"about_ca_topic_score_gemma":0.000305356,"domain_scores_codex":[0.9990723,0.00001425362,0.0003579505,0.00007717015,0.000275587,0.0002027639],"domain_scores_gemma":[0.9994804,0.00007056021,0.0001064977,0.0002256107,0.00004291568,0.00007401616],"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":[0.00001151748,0.000001995707,3.238601e-7,0.0006912926,0.00006017065,0.00000361899,0.00005730157,0.003727996,0.000001917597,0.00005572192,0.9803036,0.01508451],"study_design_scores_gemma":[0.0001352763,0.00003685749,0.00001116231,0.00007880736,0.0000132991,0.00001237665,0.00004567545,0.0006770401,0.00003039901,0.000006498819,0.9987985,0.0001541047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003702684,0.002900512,4.288308e-7,0.0001319774,0.0003925783,0.0001746494,0.00008933451,0.0002461324,0.9960274],"genre_scores_gemma":[0.002659134,0.001445903,0.0002506764,0.00001527591,0.0002844638,0.000006619416,0.00003582955,0.000103463,0.9951986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04721162,"threshold_uncertainty_score":0.9996743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003517861920328883,"score_gpt":0.1674350247147284,"score_spread":0.1639171627943995,"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."}}