{"id":"W7005557727","doi":"","title":"RESILIENT CITIES for Transition Times","year":2009,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Panic; Quality (philosophy); Transition (genetics); Carbon fibers; Urban planning","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":[0.00007975114,0.0003897801,0.0004751313,0.00002596257,0.00008400144,0.00003718146,0.0002445867,0.0004940219,0.3545105],"category_scores_gemma":[0.00007802657,0.0004063745,0.00026811,0.000003730065,0.0001309226,1.304137e-7,0.00003170255,0.0001931855,0.0007081255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005069919,"about_ca_system_score_gemma":0.00002400349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002954396,"about_ca_topic_score_gemma":0.00008753642,"domain_scores_codex":[0.9986135,0.000008814068,0.0005550483,0.0002396768,0.0002909545,0.0002919944],"domain_scores_gemma":[0.9989198,0.00009720551,0.0004290035,0.000347566,0.000125455,0.00008098181],"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":[0.0001599638,0.00004655169,2.341475e-7,0.002898227,0.0001097201,0.000005330722,0.0001807841,0.00004094273,0.00003366134,0.000008956553,0.9952213,0.001294378],"study_design_scores_gemma":[0.0006522651,0.00004660035,2.871668e-7,0.0005666872,0.000103094,0.00003258281,0.0003192065,0.000009680985,0.003381931,0.0000308042,0.9944565,0.0004003212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005869916,0.0006834443,6.894161e-7,0.0001907318,0.00006999287,0.0001829558,0.000789348,0.000219069,0.9978051],"genre_scores_gemma":[0.0008236002,0.0002676182,0.000525619,0.0001220881,0.0003689012,0.00003746576,0.0008649741,0.00008865561,0.9969011],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3538024,"threshold_uncertainty_score":0.9998388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005571490560875263,"score_gpt":0.1849671270945452,"score_spread":0.1793956365336699,"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."}}