{"id":"W4399534179","doi":"10.1145/3641032.3641057","title":"Stack Overflow Data Warehouse System","year":2023,"lang":"en","type":"article","venue":"","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer 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":[0.003206303,0.000997293,0.0008769484,0.004686589,0.001585575,0.005829608,0.00218117,0.0006522177,0.007241849],"category_scores_gemma":[0.005888539,0.0007606532,0.001001367,0.003971217,0.0006056253,0.007842116,0.003351554,0.001475588,0.004973628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220422,"about_ca_system_score_gemma":0.003310836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006552534,"about_ca_topic_score_gemma":0.00430493,"domain_scores_codex":[0.9979686,0.000163545,0.0003101015,0.0004878129,0.0008665305,0.0002032495],"domain_scores_gemma":[0.9959686,0.0007183567,0.0003798813,0.001455696,0.001065546,0.0004118933],"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":[0.002835135,0.0007882252,0.04100602,0.001270832,0.0006329341,0.001731268,0.003844554,0.01023725,0.03205287,0.04832065,0.2928815,0.5643988],"study_design_scores_gemma":[0.0003581298,0.0005999588,0.02556108,0.0005332153,0.0004320416,0.001721228,0.002607334,0.1453302,0.095342,0.06205883,0.6648338,0.0006221179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.1546801,0.001770254,0.285551,0.003617091,0.0006427824,0.001288052,0.07645596,0.4182548,0.05773994],"genre_scores_gemma":[0.5075027,0.001926032,0.3059406,0.001703889,0.0003275888,0.0007526603,0.1452227,0.01042491,0.02619887],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.007241849,"threshold_uncertainty_score":0.02422637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.543539111231553,"score_gpt":0.46579129372873,"score_spread":0.077747817502823,"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."}}