{"id":"W2388143643","doi":"","title":"The Research of Web Application Development on Spring Web Flow","year":2011,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Web Applications and Data Management","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Maintainability; Spring (device); Web development; Web modeling; Scalability; World Wide Web; Web page; Web application security; Web application; Web application development; Web design; Flow (mathematics); Database; Software engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002595064,0.0005975497,0.0005255989,0.002413284,0.001153617,0.002503903,0.001399206,0.0009780877,0.003235369],"category_scores_gemma":[0.005227673,0.0008832297,0.001257646,0.001967204,0.001635613,0.006993231,0.001386614,0.001643598,0.001032548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762163,"about_ca_system_score_gemma":0.003098091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005895583,"about_ca_topic_score_gemma":0.002213066,"domain_scores_codex":[0.9971029,0.000932419,0.0001690923,0.0005316844,0.001056431,0.0002073694],"domain_scores_gemma":[0.9975131,0.001003629,0.0001308006,0.0004012937,0.0008270788,0.000124175],"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":[0.0001063907,0.0001372831,0.002968338,0.0008353153,0.00004289392,0.0005217298,0.00201557,0.01236167,0.01166992,0.4580161,0.008353882,0.5029709],"study_design_scores_gemma":[0.00008735504,0.0003687491,0.004845769,0.0008083965,0.0001173109,0.002139466,0.0008554367,0.3285404,0.03440465,0.2750269,0.352585,0.000220554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01276579,0.002467814,0.9602441,0.000721849,0.0001908784,0.0002389011,0.00006974008,0.001550413,0.02175052],"genre_scores_gemma":[0.2644931,0.007131586,0.6987683,0.0005492118,0.000355664,0.000644806,0.0004478178,0.0006838126,0.02692577],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005895583,"threshold_uncertainty_score":0.01372421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06649736078927361,"score_gpt":0.2967611050593695,"score_spread":0.2302637442700959,"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."}}