{"id":"W7008252733","doi":"","title":"Brian Crombie Radio Hour - Epi 444 - How our Transit Systems and City will change Post-Covid","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Planner; Transit (satellite); Landmark; Urban planning; Urban transit","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004640005,0.0002647266,0.0001433209,0.0004859903,0.004812394,0.003054253,0.0004976661,0.001822615,0.2290546],"category_scores_gemma":[0.001300669,0.0002860762,0.000125182,0.0005624511,0.0005228025,0.001484129,0.001973075,0.00211552,0.05231596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794197,"about_ca_system_score_gemma":0.001530275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.114626,"about_ca_topic_score_gemma":0.3459415,"domain_scores_codex":[0.9996651,0.00005925983,0.000005199294,0.00002476677,0.0001103625,0.0001352784],"domain_scores_gemma":[0.999456,0.0001002025,0.00001807851,0.00002072553,0.0002097091,0.000195301],"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":[0.00001641,0.000008989785,0.0004055348,0.0000296979,4.611858e-7,0.0000708721,0.0009795565,0.00001436262,0.0001597827,0.001124521,0.9882681,0.008921813],"study_design_scores_gemma":[0.000001638387,0.000004941699,0.001571941,0.00003260104,4.114524e-7,0.00002270253,0.002159251,0.000008706665,0.00004823753,0.00006618381,0.9960794,0.000004082393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004516056,0.001578695,0.0002085252,0.02939062,0.003039281,0.00008767862,0.001887186,0.0001596128,0.9591323],"genre_scores_gemma":[0.01203038,0.0006221937,0.0001010777,0.003196171,0.0002447673,0.00005070491,0.0004359097,0.0001289057,0.9831898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7709454,"threshold_uncertainty_score":0.7662641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551532662505152,"score_gpt":0.2033302776288297,"score_spread":0.1878149510037782,"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."}}