{"id":"W2055077640","doi":"10.1145/1923947.1924022","title":"Developing scalable Java applications","year":2010,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Java; Computer science; Scalability; Programming language; Operating system; Computer architecture","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":[0.0001348243,0.00005071189,0.00004816944,0.00005417024,0.0001296826,0.0001092727,0.0005696507,0.00003640311,0.00002112477],"category_scores_gemma":[0.00001170728,0.00004567749,0.0000163553,0.0002851175,0.00001626226,0.0001620328,0.0001433781,0.00009033767,0.0001191714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007479777,"about_ca_system_score_gemma":0.00006301201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009874404,"about_ca_topic_score_gemma":0.000004765658,"domain_scores_codex":[0.999525,0.000007775398,0.00009833449,0.0001733916,0.00007689161,0.0001186653],"domain_scores_gemma":[0.9994826,0.00002811978,0.00002727383,0.0003505736,0.00007185175,0.00003953541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[7.402117e-8,0.000008412229,0.0001498365,0.000001454561,0.000001202808,1.761403e-7,0.00001767759,0.00008908977,0.0004760095,0.9700563,0.002123138,0.02707662],"study_design_scores_gemma":[0.0001450763,0.00001478988,0.000965481,0.000006732382,0.000001582758,0.00002516095,0.000004892899,0.3930425,0.04365798,0.08544153,0.476316,0.0003782645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001978628,0.00000616797,0.9474849,0.001166491,0.00007816099,0.00008447059,8.175866e-8,0.0009755114,0.05000641],"genre_scores_gemma":[0.0853795,0.000003854039,0.9129037,0.0004893184,0.00003353518,0.00002753446,8.608401e-7,0.000002982362,0.001158675],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8846148,"threshold_uncertainty_score":0.1862674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727333573176441,"score_gpt":0.2744293462971069,"score_spread":0.2571560105653425,"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."}}