{"id":"W6903181054","doi":"10.1184/r1/6703574","title":"Alternative transport fuels for the future","year":2004,"lang":"en","type":"article","venue":"KiltHub Repository","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofuel; Renewable fuels; Renewable energy; Gasoline; Greenhouse gas; Combustion; Electricity generation; Electricity; Biomass (ecology)","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":[0.00004230578,0.0001165769,0.00009961103,0.00002176607,0.0001364698,0.00001734721,0.00017071,0.00007816523,0.000006478832],"category_scores_gemma":[0.00000147667,0.00007978514,0.00009182202,0.00008312938,0.00002246837,0.00007666171,0.000004247066,0.000168983,0.000003166713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007496151,"about_ca_system_score_gemma":0.00002454863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000153503,"about_ca_topic_score_gemma":0.00000958049,"domain_scores_codex":[0.9994358,0.000004113964,0.000140549,0.0001169566,0.0001083916,0.0001942263],"domain_scores_gemma":[0.999687,0.00002649358,0.00002225776,0.0001880053,0.00003205569,0.00004421578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001590199,0.0001108948,0.003531383,0.0006159505,0.001293729,0.000184755,0.00694234,0.6469086,0.160454,0.04211531,0.02425893,0.113425],"study_design_scores_gemma":[0.003279654,0.0004218194,0.05350499,0.0001039438,0.000257077,0.0004311248,0.0006148067,0.01317623,0.4573461,0.02598331,0.4437496,0.001131347],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.780892,0.02117013,0.1590092,0.00157995,0.01035006,0.001555817,0.00004348037,0.001081395,0.02431794],"genre_scores_gemma":[0.9966903,0.0001317123,0.0008250189,0.0001211471,0.001890534,0.00004167636,0.000003507487,0.00002931048,0.0002667901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6337324,"threshold_uncertainty_score":0.3253544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003514740982971684,"score_gpt":0.1882120482675897,"score_spread":0.184697307284618,"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."}}