{"id":"W7034481332","doi":"","title":"The Trip Diary: B-Line to the Future – with Bowinn Ma &amp; Uytae Lee","year":2022,"lang":"en","type":"other","venue":"Summit (Simon Fraser University)","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Public transport; Futures contract; Work (physics); Urban planning; Transit (satellite); Transportation planning; Agency (philosophy)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003102798,0.0003792531,0.0002960067,0.0003989738,0.0003017035,0.00007254456,0.0009665113,0.0002116604,0.001686944],"category_scores_gemma":[0.00002716353,0.0002602149,0.0001356507,0.00114835,0.00004563242,0.00006146161,0.0001507081,0.000708582,0.0001203029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775508,"about_ca_system_score_gemma":0.00003921719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006629623,"about_ca_topic_score_gemma":0.02547114,"domain_scores_codex":[0.9985927,0.0001867364,0.0001385506,0.0003240493,0.0003699485,0.0003880484],"domain_scores_gemma":[0.9986039,0.0002044592,0.00005412778,0.0009515882,0.00003229346,0.0001536402],"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":[0.00003745102,0.000007371676,0.001342091,0.00003107388,0.0001604356,0.00003555321,0.00001615193,0.3814974,3.447765e-7,0.0002354486,0.6149814,0.001655262],"study_design_scores_gemma":[0.0004681299,0.00003144864,0.00004848654,0.00002950335,0.00006729703,1.923599e-8,0.001360271,0.003101795,0.000006683658,0.000009058748,0.9945142,0.0003631126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005763918,0.008210812,0.1197662,0.004110986,0.005925188,0.002391709,0.0006726471,0.003979836,0.8491787],"genre_scores_gemma":[0.002225875,0.001128637,0.00339578,0.0001244865,0.001278046,0.00001148675,0.0001788924,0.0006060681,0.9910507],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3795328,"threshold_uncertainty_score":0.999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009845085373147412,"score_gpt":0.2112694945773634,"score_spread":0.201424409204216,"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."}}