{"id":"W4206089961","doi":"10.2172/1332277","title":"Demonstration Project for a Multi-Material Lightweight Prototype Vehicle as Part of the Clean Energy Dialogue with Canada","year":2015,"lang":"en","type":"report","venue":"","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mach number; Automotive engineering; Environmental science; Engineering; Aerospace engineering","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":[0.0002023467,0.0002156423,0.0002774916,0.00003424307,0.00005667302,0.00002061839,0.0001682467,0.0001835101,0.00002984885],"category_scores_gemma":[0.00003406656,0.0001223014,0.00004914668,0.0001191443,0.00002554416,0.00007186776,0.00002275961,0.0001199578,4.421034e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609305,"about_ca_system_score_gemma":0.005226183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2998454,"about_ca_topic_score_gemma":0.7195453,"domain_scores_codex":[0.9987853,0.00001693087,0.0003242973,0.0001673188,0.0004917214,0.0002144057],"domain_scores_gemma":[0.9991207,0.0000145457,0.0001184265,0.0002873377,0.0003959875,0.0000629951],"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":[0.0007581191,0.0001932692,0.002475232,0.003719013,0.0007229227,0.00002281226,0.0003883996,0.006219483,0.004707177,0.0004024125,0.9262679,0.05412332],"study_design_scores_gemma":[0.0004205871,0.0001979216,0.0001310744,0.0002935968,0.00005183593,0.00002641214,0.00002692787,0.01876215,0.04890862,0.000006597129,0.9308723,0.0003020007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4673218,0.001207177,0.01019506,0.0004427798,0.02160572,0.02321249,0.004557635,0.001269237,0.4701881],"genre_scores_gemma":[0.9864115,0.0002185929,0.001504113,0.0000274649,0.001056684,0.001088144,0.0003275619,0.0001290054,0.009236955],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5190896,"threshold_uncertainty_score":0.9271024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03353594865433492,"score_gpt":0.2513167840518639,"score_spread":0.2177808353975289,"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."}}