{"id":"W3040154262","doi":"","title":"How much Polish consumers know about alternative fuel vehicles","year":2020,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automotive industry; Purchasing; Alternative fuel vehicle; Quarter (Canadian coin); Purchasing power; Business; Marketing; Empirical evidence; Advertising; Alternative fuels; Economics; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000314485,0.0001389917,0.0002070248,0.0006373808,0.0002646006,0.001121769,0.0001281486,0.0003014449,0.009916249],"category_scores_gemma":[0.001541348,0.0001553712,0.0001992407,0.0008284347,0.0003056871,0.001007586,0.0004030886,0.0003557978,0.001343656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854763,"about_ca_system_score_gemma":0.0001902034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006554697,"about_ca_topic_score_gemma":0.006007743,"domain_scores_codex":[0.9998252,0.00002112821,0.00001884706,0.00003431756,0.00005995093,0.00004057565],"domain_scores_gemma":[0.9992644,0.0002557448,0.0002521169,0.00005162928,0.0001045122,0.00007172078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002676214,0.0002726966,0.9401988,0.0001810703,0.000100827,0.0002372942,0.007786624,0.0001733469,0.002418212,0.0008018904,0.0008477979,0.04671382],"study_design_scores_gemma":[0.000006477779,0.00008101777,0.9897412,0.00002528495,0.00004208313,0.000133286,0.005763198,0.0001730761,0.0003778927,0.0003253888,0.003323503,0.000007605223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960622,0.0001625258,0.00007944329,0.000133532,0.000002207924,0.000004167293,0.0002614272,0.000001944219,0.003292381],"genre_scores_gemma":[0.9983653,0.000230986,0.00004204659,0.00003747849,0.000002621012,0.00000334364,0.0001958619,0.000001533321,0.001120715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009916249,"threshold_uncertainty_score":0.03317314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03229208218578319,"score_gpt":0.295035580292537,"score_spread":0.2627434981067538,"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."}}