{"id":"W7099446152","doi":"","title":"Methodologies for Identifying and Ranking Sustainable Transport Practices in Urban Regions Principal Investigator:","year":2009,"lang":"en","type":"article","venue":"","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Work (physics); Ranking (information retrieval); Key (lock); Sustainable 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":[],"consensus_categories":[],"category_scores_codex":[0.0005119239,0.0001159871,0.0001665921,0.000127895,0.00006931293,0.00005471887,0.00008018662,0.00005305877,0.000003548079],"category_scores_gemma":[0.0004932091,0.0001127328,0.00003365383,0.0001581418,0.0000337256,0.0004135536,0.000007532392,0.0001280427,4.87549e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003709064,"about_ca_system_score_gemma":0.00002283572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008788963,"about_ca_topic_score_gemma":0.00006902561,"domain_scores_codex":[0.9992401,0.0000270486,0.0001845749,0.000170419,0.00006934104,0.0003085393],"domain_scores_gemma":[0.9995257,0.0002200352,0.00004432889,0.0001201077,0.00002422168,0.0000655633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003344874,0.0002213526,0.1784205,0.004596292,0.0003715772,0.0006454304,0.06541635,0.04207576,0.09427927,0.5576062,0.02163779,0.03439493],"study_design_scores_gemma":[0.007676594,0.0004185334,0.2809878,0.0007531274,0.0004768771,0.0002615745,0.06961229,0.08060828,0.08778627,0.2441671,0.2236237,0.003627822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601796,0.0010031,0.0310913,0.001284225,0.00009752373,0.0003972007,0.000001197665,0.0005614575,0.005384444],"genre_scores_gemma":[0.9586142,0.00007346617,0.04043351,0.0001547163,0.0000399888,0.00001525066,0.000002596293,0.00001512052,0.0006511263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3134391,"threshold_uncertainty_score":0.4597112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106892600271883,"score_gpt":0.3462589137753676,"score_spread":0.2393663135034846,"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."}}