{"id":"W4283697350","doi":"10.5383/juspn.17.01.004","title":"The way it made me feel – Creating and evaluating an in-app feedback tool for mobile apps","year":2022,"lang":"en","type":"article","venue":"Journal of Ubiquitous Systems and Pervasive Networks","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mobile apps; Computer science; Plan (archaeology); App store; Human–computer interaction; Mobile device; World Wide Web; Realization (probability); Smartphone app; Multimedia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004080261,0.0001432996,0.0002845887,0.00007492279,0.0006499749,0.0004988806,0.0004857766,0.00006204229,0.000002407579],"category_scores_gemma":[0.0001683955,0.0001049717,0.00006453272,0.0001777323,0.00002345015,0.0004839248,0.0002257138,0.0004396242,7.579457e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006805803,"about_ca_system_score_gemma":0.00005928266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000661868,"about_ca_topic_score_gemma":0.00001108156,"domain_scores_codex":[0.9983564,0.0002896388,0.0005484067,0.0002077574,0.0003174756,0.0002802973],"domain_scores_gemma":[0.9971251,0.001863132,0.0005382224,0.0002275954,0.0001640864,0.00008183195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002826166,0.0001286927,0.00554733,0.0002885052,0.0001845042,0.0000961765,0.01105088,0.7072044,0.001146487,0.005696199,0.005879566,0.2624946],"study_design_scores_gemma":[0.0006601201,0.002081332,0.001245094,0.0002369464,0.00003284557,0.001307104,0.002974523,0.9623833,0.00001892663,0.0004357856,0.02837586,0.0002481309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4748952,0.02762363,0.4930205,0.0007085024,0.002275644,0.001255024,0.00000671043,0.00009874114,0.0001160524],"genre_scores_gemma":[0.9811752,0.0009426508,0.01659775,0.0001224598,0.000818471,0.0001936931,0.000001100159,0.00002110158,0.00012754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.50628,"threshold_uncertainty_score":0.4999147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02393578191765933,"score_gpt":0.2962273497027287,"score_spread":0.2722915677850694,"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."}}