{"id":"W4306410560","doi":"10.1016/j.compenvurbsys.2022.101896","title":"How regularly do people visit service places?","year":2022,"lang":"en","type":"article","venue":"Computers Environment and Urban Systems","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Institute of General Medical Sciences; University at Buffalo; National Institutes of Health","keywords":"Visitor pattern; Context (archaeology); Service (business); Mobile service; Healthcare service; Psychology; Health care; Computer science; Business; Geography; Marketing","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":[0.0006884599,0.0001086722,0.000187803,0.00007041204,0.001266552,0.0003477667,0.000269234,0.00004048297,0.0002003152],"category_scores_gemma":[0.000005183653,0.0001176551,0.00005736535,0.0002034299,0.00008169457,0.000142791,0.0001349098,0.0001097506,0.00001900455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000215144,"about_ca_system_score_gemma":0.00003107381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002111911,"about_ca_topic_score_gemma":0.0003443793,"domain_scores_codex":[0.9983719,0.0004415389,0.0001522946,0.0003270818,0.0004916098,0.0002155749],"domain_scores_gemma":[0.9994034,0.00009845009,0.0001066028,0.0002555674,0.00001125165,0.000124767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001016099,0.0008691056,0.4474875,0.0005053397,0.0006616879,0.00004270651,0.3337959,0.0620781,0.0003573532,0.04142879,0.08395301,0.02871884],"study_design_scores_gemma":[0.000464608,0.000102462,0.008610326,0.00002131372,0.00007189366,0.000002759954,0.04252109,0.02814702,0.000002294972,0.0001144045,0.9195614,0.0003804198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947387,0.005172106,0.03056834,0.01176138,0.0011266,0.001140853,0.0000388564,0.0001853332,0.0026195],"genre_scores_gemma":[0.9939463,0.00004054631,0.00003749023,0.0001782633,0.0002626585,0.0000637179,0.00002581748,0.000008698161,0.005436511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8356084,"threshold_uncertainty_score":0.974142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040223359770752,"score_gpt":0.1968877328239309,"score_spread":0.1864854992262234,"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."}}