{"id":"W7028364372","doi":"","title":"Essays on the economics of energy and transportation","year":2020,"lang":"en","type":"dissertation","venue":"ThinkTech (Texas Tech University)","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Instrumental variable; Omitted-variable bias; Yield (engineering); Price dispersion; Measure (data warehouse); Dispersion (optics); Variable (mathematics); Gasoline; TRIPS architecture","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":[0.0000413185,0.000161258,0.0002159657,0.0001416373,0.0002543845,0.00007255281,0.0002456808,0.0001355751,0.0006723594],"category_scores_gemma":[0.000005945771,0.0001357411,0.0001024198,0.00005720824,0.0001154163,0.0001816053,0.00001000698,0.0001948683,0.0000117171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003498702,"about_ca_system_score_gemma":0.00003575211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008612686,"about_ca_topic_score_gemma":0.02620893,"domain_scores_codex":[0.9994577,0.00002212362,0.0001397535,0.0001969556,0.00009012085,0.00009338384],"domain_scores_gemma":[0.9995397,0.00004245115,0.0001767565,0.0001336051,0.00007266436,0.00003483083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007091183,0.00002117571,0.000004663726,0.00007885737,0.00006288539,0.000008317752,0.01175394,0.000001119505,0.0000882428,0.9863021,0.001133206,0.0004745691],"study_design_scores_gemma":[0.0003137276,0.0002112456,0.0001684173,0.0001595941,0.0002503463,3.569096e-7,0.02442658,0.00001883734,0.003415644,0.02150961,0.9491726,0.0003530438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5393583,0.0001111494,0.000007692065,0.0007243698,0.0003260963,0.0002131105,0.0002152594,0.0001293531,0.4589147],"genre_scores_gemma":[0.8582217,0.001021625,0.00001876196,0.0001454337,0.0001258386,0.00000125058,0.0007004187,0.00002432598,0.1397406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9647925,"threshold_uncertainty_score":0.9915602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212402388444688,"score_gpt":0.1766687689368581,"score_spread":0.1554285300923893,"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."}}