{"id":"W4360608329","doi":"10.1016/j.trd.2023.103673","title":"Impacts of advertising formation on adopting alternative fuel vehicles in a competitive market","year":2023,"lang":"en","type":"article","venue":"Transportation Research Part D Transport and Environment","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Business; Alternative fuel vehicle; Counterintuitive; Advertising; Investment (military); Marketing; Alternative fuels; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002522103,0.0002542837,0.0003125345,0.0008966317,0.001505104,0.005771616,0.0005948801,0.001949108,0.02041558],"category_scores_gemma":[0.01172605,0.0002440743,0.0006021604,0.0007163706,0.001252746,0.001946104,0.001234992,0.001788713,0.00101011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003321452,"about_ca_system_score_gemma":0.003343919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0302704,"about_ca_topic_score_gemma":0.0354386,"domain_scores_codex":[0.9982519,0.000568493,0.00007590865,0.0001090471,0.0002776314,0.000717086],"domain_scores_gemma":[0.9763298,0.01417383,0.004133445,0.0004051527,0.001897914,0.003059934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02546874,0.0209294,0.7615048,0.000274759,0.0002793047,0.001882957,0.005230387,0.01375523,0.01558105,0.08621753,0.005885533,0.06299026],"study_design_scores_gemma":[0.0009639693,0.00513553,0.9076847,0.00008273173,0.0006094368,0.0002212357,0.03196236,0.01757805,0.01092875,0.01208767,0.01258438,0.0001611585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836468,0.00009962053,0.00006478545,0.0006030797,0.00002105343,0.00003439971,0.00008104037,0.000006821514,0.01544225],"genre_scores_gemma":[0.9966828,0.00005628605,0.0000322234,0.00008130312,0.00002119319,0.000007391146,0.00006237294,0.000002251813,0.003054215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0302704,"threshold_uncertainty_score":0.06829691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04043020491636744,"score_gpt":0.2995496062482593,"score_spread":0.2591194013318919,"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."}}