{"id":"W2048063475","doi":"10.1145/2512276.2512309","title":"Keeping up with web development trends","year":2013,"lang":"en","type":"article","venue":"","topic":"Web Applications and Data Management","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Computer science; World Wide Web; Data science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004182335,0.0003688062,0.0003800941,0.002535943,0.001776141,0.007736314,0.000960594,0.002413592,0.0334914],"category_scores_gemma":[0.01401632,0.0002156447,0.0003745272,0.00403171,0.0007803682,0.01485275,0.003015295,0.00319825,0.01442752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560336,"about_ca_system_score_gemma":0.0027192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00260241,"about_ca_topic_score_gemma":0.00547075,"domain_scores_codex":[0.9968601,0.000725776,0.0002478986,0.0002720222,0.001524113,0.0003701259],"domain_scores_gemma":[0.9862909,0.003429355,0.001291183,0.001239828,0.00540759,0.002341057],"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":[0.00008577177,0.0001391746,0.006433821,0.0006335349,0.00001771002,0.0002331247,0.001151301,0.0001254239,0.001549566,0.01318444,0.3038531,0.6725932],"study_design_scores_gemma":[0.00001411571,0.00008732617,0.008556109,0.0006594526,0.0000301841,0.0004118002,0.00352814,0.0002848154,0.001662007,0.007395743,0.9773477,0.00002267789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04708783,0.0453491,0.01796212,0.5124375,0.01591695,0.0001895714,0.0020422,0.002948476,0.3560663],"genre_scores_gemma":[0.4137003,0.1017982,0.03305703,0.09547957,0.01110059,0.0004852784,0.00589163,0.002241366,0.3362461],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0334914,"threshold_uncertainty_score":0.1120399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315147778777405,"score_gpt":0.210357731382503,"score_spread":0.197206253594729,"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."}}