{"id":"W7064814456","doi":"","title":"Civically Speaking - Transportation, Bus Rapid Transit (BRT) and Urban Planning with Dr. Ehab Diab with Host, Lenore Swystun","year":2019,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Power Transformer Diagnostics and Insulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transit (satellite); Public transport; Transportation planning; Urban planning; Rapid transit; State (computer science); Transit-oriented development","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":[0.00008696697,0.0004426932,0.0004767627,0.0001233398,0.00005444641,0.00006628702,0.000155011,0.0002990515,0.01295744],"category_scores_gemma":[0.000007432508,0.0003874499,0.0000664281,0.0000195634,0.00008867839,0.000001496989,0.00000452234,0.0002956848,0.0003009529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003428447,"about_ca_system_score_gemma":0.00002710812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005613718,"about_ca_topic_score_gemma":0.0007464139,"domain_scores_codex":[0.9985422,0.00001659324,0.000508129,0.0002181584,0.0003891614,0.0003257758],"domain_scores_gemma":[0.9992585,0.00008192838,0.0002081806,0.0002363157,0.00009780586,0.000117326],"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":[0.0001166821,0.00002340609,0.0001707096,0.001367367,0.0002036482,0.00002841216,0.001260169,0.01538116,0.000001898002,0.00002288442,0.9804051,0.001018594],"study_design_scores_gemma":[0.001172186,0.0003181799,0.0009464336,0.001154056,0.0001656319,0.00003217295,0.0001277368,0.0003267621,0.00001740658,0.000001167612,0.9952089,0.0005293338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001312864,0.001046721,0.0001213543,0.00005414344,0.0001327677,0.0006419775,0.0002792955,0.0002792611,0.9961316],"genre_scores_gemma":[0.1320734,0.001203455,0.002140893,0.0001673005,0.0002033437,0.00004264908,0.001114716,0.0005228427,0.8625314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1336002,"threshold_uncertainty_score":0.9998577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003731176448265311,"score_gpt":0.1562521620558553,"score_spread":0.15252098560759,"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."}}