{"id":"W2380404465","doi":"","title":"Dynamic Logging Tool Platform Based on OSGI","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Logging; Usability; Java; FLEX; Operating system; Embedded system; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.000121821,0.0002086553,0.0001420229,0.0001867408,0.0003785145,0.0001843546,0.001296298,0.00009131952,0.0000175803],"category_scores_gemma":[9.187281e-7,0.0002120521,0.00009942544,0.0005085231,0.00005963161,0.0002614602,0.0002043459,0.0003763668,0.0002528823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005245738,"about_ca_system_score_gemma":0.00007652894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002368345,"about_ca_topic_score_gemma":0.000003194017,"domain_scores_codex":[0.9985712,0.000009148051,0.0002944629,0.0006196754,0.000206396,0.0002991194],"domain_scores_gemma":[0.9985679,0.0001626566,0.0001171763,0.0009458518,0.0001071926,0.00009926598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002056475,0.000238209,0.00002606965,0.00001160618,0.0000070031,0.000001496841,0.00003515446,0.00555403,0.01909991,0.5309272,0.001148431,0.4429488],"study_design_scores_gemma":[0.0001932392,0.00002670659,0.0006057052,0.000007525957,0.000003220734,0.00001679412,0.000001165986,0.5199219,0.002737204,0.06424882,0.4119652,0.0002725355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001301387,0.000005938633,0.9925754,0.002232247,0.00003601475,0.0007663612,0.00001300439,0.0008936635,0.002175995],"genre_scores_gemma":[0.1790344,0.000001570235,0.8176895,0.002106729,0.00007225535,0.000938935,0.00004338742,0.00001888456,0.0000943019],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5143679,"threshold_uncertainty_score":0.8647231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007222051938946987,"score_gpt":0.2659262424472633,"score_spread":0.2587041905083163,"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."}}