{"id":"W4283717364","doi":"10.35784/jcsi.2820","title":"Preferences of modern mobile app users","year":2022,"lang":"en","type":"article","venue":"Journal of Computer Sciences Institute","topic":"Intellectual Property Rights and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mobile apps; Internet privacy; Download; Mobile device; Product (mathematics); Quarter (Canadian coin); Computer science; Habit; World Wide Web; App store; Advertising; Business; Psychology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002004822,0.00007744866,0.0002188858,0.0002173107,0.000921215,0.00007730501,0.001128439,0.00002707206,0.0002410946],"category_scores_gemma":[0.0000580876,0.00005098377,0.0001134807,0.0005203125,0.001194334,0.000699727,0.0001632711,0.0002263435,0.000003012944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007321761,"about_ca_system_score_gemma":0.001147355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000193274,"about_ca_topic_score_gemma":0.000122946,"domain_scores_codex":[0.9979288,0.000195099,0.0003985146,0.0001327959,0.001113912,0.0002309084],"domain_scores_gemma":[0.9990953,0.0001069554,0.0003790816,0.00008727765,0.0002197014,0.0001116586],"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":[0.0001612461,0.0006072987,0.0009837988,0.00003471048,0.000127223,0.00005768049,0.1763752,0.1902309,0.0006333802,0.07417072,0.0220848,0.534533],"study_design_scores_gemma":[0.000525663,0.00229172,0.0001547101,0.000063681,0.00002893531,0.00007025362,0.002921186,0.0144023,0.0005711371,0.01431587,0.9644072,0.0002473474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9331127,0.0008321167,0.02620952,0.0009857866,0.007839939,0.0002563203,0.000004044321,0.0000236298,0.03073592],"genre_scores_gemma":[0.9911757,0.0001238398,0.007569658,0.0001857927,0.0004625926,0.000003851301,2.274992e-7,0.000002769775,0.0004755317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9423224,"threshold_uncertainty_score":0.7085335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06323184976065144,"score_gpt":0.3077628253367806,"score_spread":0.2445309755761292,"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."}}