{"id":"W4282563294","doi":"10.3390/en15124286","title":"Public Transport Decarbonization via Urban Bus Fleet Replacement in Portugal","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public transport; Greenhouse gas; Fossil fuel; Quarter (Canadian coin); Business; Sustainable transport; Sustainable development; Zero emission; Natural resource economics; Transport engineering; Engineering; Economics; Sustainability; Waste management; Geography","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":[0.0001106115,0.00009459762,0.00009995451,0.0001269169,0.00007271326,0.00001195816,0.0001078964,0.00003159901,0.0003422164],"category_scores_gemma":[0.000003729399,0.0001029287,0.00002714705,0.0004002175,0.000007479417,0.00009924208,0.00001805907,0.000190429,0.000001109572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369534,"about_ca_system_score_gemma":0.00002317162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004576646,"about_ca_topic_score_gemma":0.00004933502,"domain_scores_codex":[0.9993018,0.00001971298,0.0001764846,0.0001242905,0.0001736827,0.0002040194],"domain_scores_gemma":[0.9997931,0.000008137278,0.00001903427,0.0001360524,0.00001151839,0.00003211975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001307396,0.0000221579,0.05479557,0.00001746879,0.00002565211,0.00002372714,0.0006297879,0.9266886,0.003788418,0.002429286,0.004302473,0.007263797],"study_design_scores_gemma":[0.002528485,0.0005071482,0.2553524,0.00002184132,0.00004516259,0.0001104757,0.001042144,0.3949571,0.02352947,0.002810102,0.3176329,0.001462697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993409,0.0008400516,0.000798377,0.0001164549,0.0002767464,0.00007151566,0.000005933342,0.0002142807,0.004267621],"genre_scores_gemma":[0.9992571,0.00004606029,0.0001866449,0.00006313477,0.00006092925,0.00004024397,0.00007798434,0.00002386359,0.0002439695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5317314,"threshold_uncertainty_score":0.419731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006803394659066364,"score_gpt":0.1711209002412126,"score_spread":0.1643175055821462,"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."}}