{"id":"W4391621141","doi":"10.2139/ssrn.4718671","title":"Closures, Mobility, Busy Parents, and Distracted Retail Investors","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Business; Distracted driving; Advertising; Marketing; Psychology; Distraction; Cognitive psychology","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":[0.003167739,0.000169143,0.0003420082,0.001047722,0.004564655,0.008102057,0.0008224549,0.00254159,0.01511398],"category_scores_gemma":[0.01724987,0.0002645532,0.000169121,0.001178552,0.006544344,0.007244771,0.003850358,0.003902734,0.0005887796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002532648,"about_ca_system_score_gemma":0.002337422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01273193,"about_ca_topic_score_gemma":0.01791119,"domain_scores_codex":[0.9983616,0.0006655955,0.00006679276,0.000149314,0.0002514979,0.0005051415],"domain_scores_gemma":[0.9898154,0.003798859,0.00322873,0.0003340021,0.0006405215,0.002182542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008752171,0.0006730595,0.3318016,0.0001619081,0.00007480072,0.004933471,0.2483717,0.0006012099,0.0003082983,0.2709235,0.04095337,0.1003219],"study_design_scores_gemma":[0.00009703248,0.0001617334,0.08619069,0.0003784706,0.00006371677,0.001747042,0.7632383,0.0007001099,0.0002517455,0.06708889,0.08000411,0.00007812096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8919768,0.002269516,0.0006550942,0.04296347,0.0002811177,0.00001354942,0.0000723427,0.00001244383,0.06175554],"genre_scores_gemma":[0.9936215,0.0006694965,0.00004987981,0.0009137006,0.00007217169,0.00000608873,0.00001463957,0.00000726295,0.004645153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01511398,"threshold_uncertainty_score":0.05056131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009218438429403598,"score_gpt":0.222582588431839,"score_spread":0.2133641500024354,"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."}}