{"id":"W2777220001","doi":"10.31234/osf.io/gxv5b","title":"ExperienceSampler: An Open-Source Scaffold for Building Experience Sampling Smartphone Apps","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Mental Health Research Topics","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Experience sampling method; Computer science; Android (operating system); The Internet; Internet access; Sampling (signal processing); World Wide Web; Multimedia; Smartphone app; Human–computer interaction; Operating system; Telecommunications; 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":[0.005661951,0.00168156,0.00070234,0.002422328,0.0006276676,0.001631246,0.001465499,0.0007977655,0.02638187],"category_scores_gemma":[0.03377779,0.0007690023,0.00127156,0.0008742511,0.0008006312,0.002948673,0.004908139,0.001246456,0.008532419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003257736,"about_ca_system_score_gemma":0.001445869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003937811,"about_ca_topic_score_gemma":0.001135508,"domain_scores_codex":[0.9972615,0.001092113,0.0003753921,0.0004304538,0.0006524355,0.0001880925],"domain_scores_gemma":[0.9636258,0.02733019,0.001167157,0.004459949,0.002434467,0.0009823574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001647643,0.001435982,0.01025612,0.005894973,0.0001753176,0.001362173,0.02194166,0.001985421,0.01948905,0.009919613,0.09411453,0.8317775],"study_design_scores_gemma":[0.001465871,0.002949785,0.04697255,0.004002626,0.0003831571,0.00209752,0.007535919,0.02325224,0.04296983,0.04157832,0.8261226,0.0006696578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.0625027,0.0007656133,0.7729907,0.0007630329,0.0005292193,0.01153855,0.01456638,0.1141094,0.02223444],"genre_scores_gemma":[0.1136036,0.0008115739,0.8136169,0.0005787209,0.0002301602,0.0255513,0.0101238,0.01805053,0.01743338],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.02638187,"threshold_uncertainty_score":0.08825618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3952609465495985,"score_gpt":0.5589329820303208,"score_spread":0.1636720354807223,"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."}}