{"id":"W4403171454","doi":"10.1038/s41598-024-74024-0","title":"An investigation of perceived risk dimensions in acceptability of shared autonomous vehicles, a mediation-moderation analysis","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Moderation; Structural equation modeling; Mediation; Risk perception; Moderated mediation; Order (exchange); Psychology; Path analysis (statistics); Social psychology; Business; Marketing; Computer science; Finance; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008281661,0.00007889573,0.0001741387,0.0006670428,0.00005468664,0.00006275145,0.00005252004,0.00005995537,0.0001469568],"category_scores_gemma":[0.0000772644,0.00008189462,0.00008118898,0.002291629,0.00009211,0.0004212573,0.000003898765,0.00009200373,0.000001203435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000714277,"about_ca_system_score_gemma":0.0001530455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00022404,"about_ca_topic_score_gemma":0.001707925,"domain_scores_codex":[0.9985313,0.00003922292,0.0007737143,0.0003152782,0.0002468637,0.00009355803],"domain_scores_gemma":[0.9991519,0.00005412433,0.0001099446,0.0004429089,0.0001918004,0.00004925819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001762102,0.00006048754,0.4980272,0.0001493991,0.0001120917,0.000006885204,0.01082821,0.3406619,0.1476818,0.0002586054,0.00009212902,0.002119575],"study_design_scores_gemma":[0.00003420003,0.00000595545,0.8041168,0.00001028174,0.00009476482,5.848435e-7,0.0001569578,0.1852183,0.008076852,0.00219619,0.00002774696,0.00006129019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946174,0.00006403353,0.004050186,0.00002220905,0.0007952747,0.0002176409,0.00004393161,0.0001381831,0.00005115614],"genre_scores_gemma":[0.9972382,0.000004528185,0.001999451,0.000002067482,0.00000781455,0.00002634098,0.0006980709,0.000007786897,0.00001573994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3060896,"threshold_uncertainty_score":0.3339566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01121873384519959,"score_gpt":0.2497319892221899,"score_spread":0.2385132553769903,"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."}}