{"id":"W7010561279","doi":"","title":"Invest Green to Drive Green: Investigating Requirements and Investment Needs for Road Transportation Electrification in the United States, and Policy Measures to Consider","year":2024,"lang":"en","type":"other","venue":"eScholarship (California Digital Library)","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electrification; Investment (military); Greenhouse gas; Production (economics); Electric vehicle; Market penetration; Capital investment; Capital cost; Electricity","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":[0.001303031,0.0002937165,0.0002011478,0.0009574563,0.0005890171,0.00271767,0.0006920996,0.0007869037,0.002834206],"category_scores_gemma":[0.003731064,0.0002860446,0.0005077401,0.002052277,0.0003341457,0.00248761,0.0008246602,0.0009540742,0.0002795807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004420575,"about_ca_system_score_gemma":0.003113263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.040259,"about_ca_topic_score_gemma":0.1087588,"domain_scores_codex":[0.9995035,0.000149084,0.00003108246,0.00006439065,0.0001402994,0.0001116173],"domain_scores_gemma":[0.9982592,0.0007893638,0.0003905045,0.00004254355,0.0003881979,0.0001300868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005864424,0.001308803,0.5812879,0.001120384,0.0004149353,0.0008063669,0.005229368,0.05775715,0.003195693,0.1064617,0.05382102,0.1880103],"study_design_scores_gemma":[0.00005037209,0.0005503599,0.8187981,0.0008119214,0.0003147418,0.0002079438,0.05571258,0.04217806,0.002193611,0.01893877,0.06015299,0.00009051977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9485847,0.001577833,0.001089763,0.005019518,0.00002825763,0.0001039569,0.002368126,0.00002423768,0.04120354],"genre_scores_gemma":[0.9895509,0.002092107,0.002240391,0.0005823282,0.00001148192,0.0001273335,0.001604643,0.00001056905,0.003780268],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.040259,"threshold_uncertainty_score":0.08004934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897947280254902,"score_gpt":0.2352133939744291,"score_spread":0.21623392117188,"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."}}