{"id":"W2209196432","doi":"10.1177/2050157915592657","title":"App-centric mobile media and commoditization: Implications for the future of the open Web","year":2015,"lang":"en","type":"article","venue":"Mobile Media & Communication","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Victoria University of Wellington","keywords":"Commoditization; Business model; New media; Android (operating system); Commercialization; World Wide Web; Sociology; Computer science; Business; Marketing; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001096021,0.00007452854,0.0001215226,0.00002992879,0.0007167063,0.0001646864,0.001329336,0.0000754343,0.00001811262],"category_scores_gemma":[0.000152796,0.00005095332,0.00004403691,0.0003888899,0.0003941838,0.000597477,0.0001884884,0.000101529,0.000003647747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006638425,"about_ca_system_score_gemma":0.0002472577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00015008,"about_ca_topic_score_gemma":0.003739468,"domain_scores_codex":[0.9991562,0.0002032062,0.000264931,0.0001007286,0.0001429371,0.0001320101],"domain_scores_gemma":[0.9978256,0.001017284,0.0001867765,0.0006495822,0.0002436871,0.00007703377],"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":[0.00003654692,0.0002242164,0.007697541,0.00002463598,0.00003605243,1.299541e-8,0.07196104,0.0004657698,0.000009619996,0.4090427,0.0167978,0.493704],"study_design_scores_gemma":[0.0006594426,0.00002801361,0.00671321,0.00002733916,0.00003943992,6.514639e-7,0.02282645,0.0006166354,0.00003923244,0.02310725,0.945834,0.0001083352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.372299,0.07262749,0.00969025,0.2415487,0.005301306,0.04186396,0.001621447,0.0005626705,0.2544852],"genre_scores_gemma":[0.9945204,0.003069913,0.0002835801,0.0002017757,0.0001413507,0.001547008,0.0001604506,0.000007692471,0.00006779209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9290362,"threshold_uncertainty_score":0.5512398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491374657173556,"score_gpt":0.3024833309333124,"score_spread":0.2675695843615768,"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."}}