{"id":"W3133341912","doi":"10.1007/s11116-021-10181-9","title":"Impacts of Pokémon GO on route and mode choice decisions: exploring the potential for integrating augmented reality, gamification, and social components in mobile apps to influence travel decisions","year":2021,"lang":"en","type":"article","venue":"Transportation","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Incentive; Mode choice; Mode (computer interface); Perception; Travel behavior; Ordered probit; Internet privacy; Psychology; Human–computer interaction; Computer science; Public transport; Engineering; Transport engineering; Economics; Microeconomics","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":[0.0005313202,0.0001026699,0.000184645,0.00007320071,0.0003876956,0.00005099912,0.0001236824,0.00005996453,0.000004098758],"category_scores_gemma":[0.0002131053,0.00008785343,0.00004957586,0.0003445416,0.0001025514,0.0003635839,0.000004174441,0.000102623,3.157317e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004936093,"about_ca_system_score_gemma":0.00008635156,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005262988,"about_ca_topic_score_gemma":0.06251015,"domain_scores_codex":[0.9986832,0.00008383354,0.0004546494,0.0002869121,0.0003084164,0.0001829825],"domain_scores_gemma":[0.9990981,0.0003973521,0.0001171096,0.0001174749,0.0001976673,0.00007228248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007407996,0.0006650904,0.6497244,0.0001218772,0.00005645207,0.00000704372,0.1888361,0.00443334,0.06637976,0.008870452,0.00003981798,0.08012492],"study_design_scores_gemma":[0.000494147,0.00003302582,0.9889451,0.0001579317,0.00002865005,6.093144e-8,0.006948208,0.0003213053,0.001127734,0.001755665,0.0000974177,0.00009079721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914953,0.00007304265,0.006894276,0.0006368388,0.00005962548,0.000648265,0.0001513699,0.00001510982,0.00002616323],"genre_scores_gemma":[0.9984714,0.0001460397,0.0009618136,0.00006240395,0.00002880042,0.0001353589,0.0001739242,0.000008041432,0.00001222972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3392207,"threshold_uncertainty_score":0.9545966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09060493156517965,"score_gpt":0.3641034000338391,"score_spread":0.2734984684686594,"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."}}