{"id":"W177283969","doi":"","title":"The Open Source Mobile Cloud: Delivering Next-Gen Mobile Apps and Systems","year":2010,"lang":"en","type":"article","venue":"The open source business resource","topic":"Mobile and Web Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Mobile apps; Computer science; Cloud computing; World Wide Web; Operating system; Software","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":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.001615106,0.0004602336,0.0004862289,0.00008895129,0.002838527,0.008045416,0.01139167,0.0002089044,0.00003397047],"category_scores_gemma":[0.00004552042,0.0003028964,0.00009211573,0.001245702,0.0004512647,0.001112779,0.008642502,0.0005581865,0.0002012574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004920556,"about_ca_system_score_gemma":0.0001669799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003819266,"about_ca_topic_score_gemma":0.0004680037,"domain_scores_codex":[0.9965826,0.0002799971,0.0006558495,0.001103161,0.0005616471,0.0008167936],"domain_scores_gemma":[0.9948852,0.0007398461,0.0004335962,0.003332281,0.0003200592,0.0002890011],"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":[0.000131237,0.0004320412,0.001151201,0.0001433468,0.000213531,0.00002015462,0.008006627,0.03621491,0.01131911,0.02637435,0.02518863,0.8908049],"study_design_scores_gemma":[0.0005058591,0.00004039576,0.0008423927,0.00004785229,0.00002846928,0.0001520154,0.001228074,0.0542843,0.0000857027,0.0001928008,0.9421532,0.0004389367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4838202,0.006889286,0.4540441,0.00265821,0.001568916,0.01624272,0.00003241004,0.00105969,0.03368446],"genre_scores_gemma":[0.9780398,0.0002252247,0.001355624,0.0008831389,0.0008176853,0.005411537,0.0000176618,0.0001311217,0.01311822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9169646,"threshold_uncertainty_score":0.9999423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846161400881921,"score_gpt":0.2534356797386237,"score_spread":0.2349740657298045,"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."}}