{"id":"W3205376791","doi":"10.5592/co/cetra.2020.1298","title":"Alteration in modal share due to autonomous vehicle-based mobility services","year":2021,"lang":"en","type":"article","venue":"Road and rail infrastructure","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Modal shift; Modal; Transport engineering; Variable (mathematics); Computer science; Service (business); Environmental economics; Business; Telecommunications; Public transport; Engineering; Marketing; Economics; Mathematics","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":[0.00107837,0.0002212294,0.0001672607,0.0007253157,0.0001924677,0.0006198502,0.0004018216,0.0002673518,0.005106001],"category_scores_gemma":[0.007055141,0.0001151928,0.0005703178,0.0009048868,0.0002560943,0.000755017,0.0008067752,0.0002684304,0.0003665443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006837985,"about_ca_system_score_gemma":0.0003124496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004453985,"about_ca_topic_score_gemma":0.005208222,"domain_scores_codex":[0.9988398,0.0003890513,0.00005969716,0.0001877703,0.000347751,0.0001759376],"domain_scores_gemma":[0.9956787,0.002350495,0.0006919208,0.0004121965,0.0007187351,0.0001480154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008972193,0.0004099725,0.7950588,0.0002386233,0.000409747,0.0006347892,0.00134731,0.08976901,0.01876411,0.003841254,0.0008981607,0.08773105],"study_design_scores_gemma":[0.00001336873,0.0007189462,0.87268,0.00002494275,0.0001773308,0.00036215,0.002582566,0.1106357,0.008039166,0.002174744,0.00253267,0.00005847358],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917008,0.00003473665,0.005030506,0.00003205289,0.00000585318,0.00002912562,0.0003122672,0.00002808015,0.002826482],"genre_scores_gemma":[0.9985801,0.00001798955,0.0006910947,0.000005619822,0.000001707643,0.00001608936,0.0001960808,0.000004086945,0.0004872223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005106001,"threshold_uncertainty_score":0.01708126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004576175075911466,"score_gpt":0.2092936619605764,"score_spread":0.204717486884665,"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."}}