{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009917958,0.0008089396,0.001019719,0.01134809,0.001229279,0.006619878,0.001437537,0.0008660177,0.003734366],"category_scores_gemma":[0.02503224,0.0004579249,0.001069822,0.01003676,0.0009502047,0.00224728,0.001557172,0.0008650133,0.000527669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003851315,"about_ca_system_score_gemma":0.00742632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02837879,"about_ca_topic_score_gemma":0.05992096,"domain_scores_codex":[0.99426,0.002624861,0.0006585763,0.0005080042,0.001644221,0.0003044463],"domain_scores_gemma":[0.9839355,0.007530257,0.002433132,0.0004937674,0.005199077,0.0004082787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001586239,0.0003846369,0.1684878,0.001869031,0.0005388594,0.000231992,0.00227129,0.1045467,0.003280298,0.05578691,0.007772092,0.6546718],"study_design_scores_gemma":[0.0001096405,0.0008405717,0.1741515,0.001887988,0.0004377241,0.0005063495,0.03374188,0.5866389,0.01145457,0.1434302,0.04648043,0.0003202675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.122979,0.001441383,0.8523131,0.001233994,0.00009338036,0.002407305,0.003880717,0.0004011712,0.01524986],"genre_scores_gemma":[0.2846002,0.0009874556,0.708672,0.00008723999,0.00003037426,0.00135684,0.001548924,0.0000390091,0.00267788],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02837879,"threshold_uncertainty_score":0.05642718,"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."}}