{"id":"W2360149360","doi":"","title":"Research and Application of Data Designer Extensibility","year":2007,"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; Extensibility; Studio; Software engineering; Microsoft Visual Studio; Human–computer interaction; World Wide Web; Database; Programming language; Software; 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":[0.001445457,0.000115043,0.0001450966,0.0002088568,0.0002681309,0.00005704911,0.001816617,0.00006892364,0.00000110644],"category_scores_gemma":[0.000001677147,0.0001175807,0.00002188374,0.001107847,0.0002373698,0.0004371722,0.001278099,0.0001830679,0.00001798907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003786142,"about_ca_system_score_gemma":0.00004950403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002616209,"about_ca_topic_score_gemma":0.000008911311,"domain_scores_codex":[0.9982086,0.00003352512,0.0004153225,0.0007977051,0.0002696271,0.0002752366],"domain_scores_gemma":[0.9970933,0.0004510416,0.0001256072,0.001709532,0.0005122746,0.0001082148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002290216,0.0001543076,0.0001258087,0.00001509591,0.000005861345,2.703484e-7,0.00005175018,0.00002867324,0.01310711,0.3929799,0.0003719881,0.5931569],"study_design_scores_gemma":[0.0002976426,0.00008504591,0.01202265,0.00001551255,0.000008066851,0.00005124377,0.0000385098,0.05859274,0.02080951,0.4776666,0.4300669,0.0003456259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009922388,0.0001663688,0.9964692,0.0005899113,0.000003873908,0.0009795865,0.00001582096,0.0001899926,0.0005929819],"genre_scores_gemma":[0.2309679,0.00001543391,0.7686005,0.000105955,0.00006043017,0.0001697963,0.00004549152,0.000008617199,0.00002592292],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5928113,"threshold_uncertainty_score":0.4794801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09391081203862874,"score_gpt":0.4229999122928262,"score_spread":0.3290891002541975,"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."}}