{"id":"W3020829086","doi":"","title":"A survey of utilizing user-reviews posted on Google play store.","year":2019,"lang":"en","type":"article","venue":"Conference of the Centre for Advanced Studies on Collaborative Research","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"Computer science; World Wide Web; Database","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":[0.003435845,0.000465696,0.0004904601,0.007700305,0.0008581701,0.002633631,0.0006530823,0.0006503022,0.002715702],"category_scores_gemma":[0.02504046,0.0002398375,0.0004230534,0.007150419,0.0003427573,0.002518201,0.0008396691,0.0004306809,0.002689339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005689928,"about_ca_system_score_gemma":0.0009499082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008632,"about_ca_topic_score_gemma":0.02706925,"domain_scores_codex":[0.9933763,0.00187987,0.000617952,0.0004759069,0.003322094,0.0003278912],"domain_scores_gemma":[0.9553579,0.01915848,0.007521149,0.001596425,0.01478585,0.001580187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004743822,0.0002878887,0.7007363,0.003233627,0.0003402747,0.0005509854,0.007343246,0.0001264849,0.00327207,0.000549053,0.04595219,0.2371334],"study_design_scores_gemma":[0.000009738166,0.0003127057,0.8951246,0.000803876,0.0001888898,0.001425987,0.008643779,0.001027903,0.001917714,0.0001035661,0.09034742,0.00009380536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9264748,0.02688422,0.002319532,0.001680895,0.0003814211,0.0002947375,0.01588374,0.0005522562,0.0255283],"genre_scores_gemma":[0.9620924,0.01210115,0.002914226,0.0008024668,0.0002830811,0.0001991411,0.009686815,0.000173398,0.01174744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008632,"threshold_uncertainty_score":0.02005523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2243794580573056,"score_gpt":0.4353966868680049,"score_spread":0.2110172288106993,"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."}}