{"meta":{"query_hash":"dff1eeb57a6c","filters":{"venue":"Computer Programming Skills & Maintenance"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/dff1eeb57a6c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Computer+Programming+Skills+%26+Maintenance"},"results":[{"id":"W2367292627","doi":"","title":"Monitor Oracle Database","year":2009,"lang":"en","type":"article","venue":"Computer Programming Skills & Maintenance","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Digital Payment Technologies (Canada)","funders":"","keywords":"Computer science; Oracle; Oracle database; Database; Scripting language; Table (database); Oracle Unified Method; PL/SQL; Space (punctuation); Programming language; Information retrieval; Operating system","score_opus":0.008842219187146623,"score_gpt":0.2796061180844571,"score_spread":0.2707638988973105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2367292627","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009015918,0.00012689707,0.99409324,0.002803774,0.00022491542,0.0004152174,0.0000037909717,0.0012349782,0.00019557249],"genre_scores_gemma":[0.17663856,0.000024612873,0.8214948,0.001334809,0.00021052679,0.0000651323,0.000017380908,0.000012450877,0.00020172575],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810433,0.00003264876,0.00033434274,0.00069753936,0.00029235674,0.00053875335],"domain_scores_gemma":[0.9984395,0.000084297055,0.00015648745,0.00093173777,0.00021964578,0.00016832963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018562665,0.00023963065,0.00020819336,0.000095889096,0.00024128087,0.0002943673,0.0013792323,0.00005544812,0.0000025072895],"category_scores_gemma":[0.000020907999,0.0002231364,0.00010000278,0.0006683225,0.000062480845,0.00067980215,0.0002965689,0.00021385895,0.00007099263],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016156818,0.00022163146,0.00002495983,0.000006064012,0.0000050350254,0.00002528236,0.00006750406,0.0003336409,0.00011452829,0.16886911,0.0023822594,0.8279484],"study_design_scores_gemma":[0.0010947728,0.0007802606,0.00735741,0.00044049692,0.000015822623,0.0003151549,0.00001119425,0.3152815,0.0037098718,0.19348276,0.4759806,0.0015301413],"about_ca_topic_score_codex":0.000003888959,"about_ca_topic_score_gemma":3.938152e-7,"teacher_disagreement_score":0.8264182,"about_ca_system_score_codex":0.00006753952,"about_ca_system_score_gemma":0.000040818046,"threshold_uncertainty_score":0.90992385},"labels":[],"label_agreement":null},{"id":"W2381452277","doi":"","title":"Research of ADO.NET Database Connection Pool","year":2009,"lang":"en","type":"article","venue":"Computer Programming Skills & Maintenance","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Digital Payment Technologies (Canada)","funders":"","keywords":"Connection (principal bundle); Computer science; Net (polyhedron); String (physics); Database; Computer network; Mathematics","score_opus":0.02861376887888314,"score_gpt":0.35409217585403624,"score_spread":0.3254784069751531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2381452277","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027818312,0.00010422954,0.99404716,0.0017096037,0.0001403573,0.00054949964,0.000005048926,0.00044336705,0.000218868],"genre_scores_gemma":[0.43519807,0.000025663081,0.5642307,0.00027445567,0.00009922918,0.000052021373,0.000017088281,0.0000081630815,0.000094651055],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977852,0.00010171273,0.00042022712,0.0006508782,0.0004922187,0.00054978236],"domain_scores_gemma":[0.9978679,0.00024003026,0.00018426357,0.00090201426,0.0006791668,0.00012665543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007180171,0.0001817803,0.00023204582,0.00022734984,0.00023206287,0.00014149434,0.0012435776,0.00006688029,0.0000030789124],"category_scores_gemma":[0.000054700155,0.0001712323,0.000089788395,0.0012647919,0.00014347243,0.0004989972,0.00033854993,0.00033069955,0.000022943343],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004698919,0.00030313397,0.00002384984,0.000018050652,0.000007060732,0.000011130908,0.000114780276,0.00097347546,0.00042381094,0.35345057,0.0028849097,0.64178455],"study_design_scores_gemma":[0.0015099215,0.0022059255,0.009452824,0.0010828354,0.000016019922,0.00029371592,0.00005589572,0.43026537,0.014945923,0.33371836,0.20522337,0.0012298432],"about_ca_topic_score_codex":0.000015026526,"about_ca_topic_score_gemma":0.0000014286713,"teacher_disagreement_score":0.64055467,"about_ca_system_score_codex":0.00007791301,"about_ca_system_score_gemma":0.0000785309,"threshold_uncertainty_score":0.6982651},"labels":[],"label_agreement":null}]}