{"id":"W3125882834","doi":"10.7287/peerj.preprints.1354","title":"Trade-off Service Portfolio Planning – A Case Study on Mining the Android App Market","year":2015,"lang":"en","type":"article","venue":"","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Outsourcing; Kano model; Portfolio; Computer science; Service provider; Crowdsourcing; Customer satisfaction; Android (operating system); Open innovation; Service (business); Business; Knowledge management; Marketing; World Wide Web; Service quality","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":[0.002508955,0.0005744745,0.0005578192,0.002247943,0.001016684,0.001257706,0.001164479,0.001482313,0.001659925],"category_scores_gemma":[0.007152623,0.0003554535,0.001039736,0.002515206,0.0007729134,0.001441902,0.0008666905,0.0007901716,0.0002596786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509464,"about_ca_system_score_gemma":0.001332883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007535967,"about_ca_topic_score_gemma":0.01066657,"domain_scores_codex":[0.9984067,0.0007530922,0.00008954303,0.0002294565,0.0003441634,0.0001770794],"domain_scores_gemma":[0.9934242,0.005197298,0.0003391458,0.0003504411,0.000387998,0.0003009546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001516488,0.005323451,0.2005188,0.001264958,0.0004766511,0.01197604,0.005647074,0.4460363,0.01006201,0.02777573,0.008367699,0.2810348],"study_design_scores_gemma":[0.0001304999,0.0006434824,0.03994019,0.00009242664,0.0001018629,0.001153975,0.005700582,0.9266443,0.00615492,0.01082,0.008549062,0.00006865395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771286,0.0002518975,0.01842882,0.0004139206,0.000009542307,0.0002801396,0.0004829877,0.00009050596,0.002913595],"genre_scores_gemma":[0.9548964,0.000184834,0.04254,0.00004809934,0.00001391418,0.0001791411,0.0007831022,0.00003320889,0.001321312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007535967,"threshold_uncertainty_score":0.01498419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2196528634009445,"score_gpt":0.4135920918456238,"score_spread":0.1939392284446793,"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."}}