{"id":"W4362581711","doi":"10.1016/j.trd.2023.103675","title":"Function, symbolism or society? Exploring consumer interest in electric and shared mobility","year":2023,"lang":"en","type":"article","venue":"Transportation Research Part D Transport and Environment","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Perception; Early adopter; The Symbolic; Function (biology); Marketing; Business; Sample (material); Psychology; Sociology","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":[0.002562763,0.0002270403,0.0002574707,0.001164511,0.001894079,0.007299218,0.0007032282,0.001466882,0.007115184],"category_scores_gemma":[0.009684853,0.0002404683,0.0003435813,0.001367808,0.005123177,0.006688782,0.003834172,0.001498042,0.0002704247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002282841,"about_ca_system_score_gemma":0.0009965517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006240455,"about_ca_topic_score_gemma":0.007646051,"domain_scores_codex":[0.9986312,0.0007568829,0.00003116534,0.0001104197,0.0002097382,0.0002605456],"domain_scores_gemma":[0.9926983,0.005171385,0.0008570133,0.0002864266,0.0005121574,0.0004747646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007231721,0.0004882818,0.1967634,0.0001520183,0.00007298331,0.0005663771,0.6988641,0.0002947366,0.001902364,0.0700979,0.0007417474,0.02933285],"study_design_scores_gemma":[0.00002968456,0.0001383865,0.1461414,0.00007653912,0.00005289296,0.0002137649,0.8312239,0.0008607495,0.0004749586,0.01344814,0.007305522,0.00003396254],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760774,0.00007622001,0.0003305634,0.0005839177,0.000006820173,0.000006277665,0.00001365136,0.000001527238,0.02290371],"genre_scores_gemma":[0.9991435,0.00003598004,0.0000582334,0.00004978089,0.000003889121,0.000005904491,0.000008634401,0.000002955926,0.0006911824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007299218,"threshold_uncertainty_score":0.02380264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1685768044521506,"score_gpt":0.300276419568472,"score_spread":0.1316996151163213,"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."}}