{"id":"W4253617473","doi":"10.1145/1083142.1083161","title":"SCQL","year":2005,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","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":[0.006502067,0.001376103,0.001356871,0.002863957,0.001677191,0.006591733,0.004260737,0.002134304,0.0380133],"category_scores_gemma":[0.01960377,0.001084938,0.002158576,0.00370026,0.001420074,0.009644809,0.005545918,0.002643329,0.01716658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002893686,"about_ca_system_score_gemma":0.003799003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560885,"about_ca_topic_score_gemma":0.01098117,"domain_scores_codex":[0.9937023,0.001142343,0.0009822437,0.001051427,0.002588331,0.0005333821],"domain_scores_gemma":[0.987926,0.004260743,0.0006089047,0.00351371,0.003294853,0.0003958538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001342649,0.000275934,0.006267356,0.002071768,0.0002782299,0.0006957609,0.00154608,0.01211551,0.007681683,0.2506933,0.5344096,0.1826221],"study_design_scores_gemma":[0.0003180296,0.0001269202,0.001316048,0.0002865349,0.00009361171,0.0005732395,0.000811831,0.08987433,0.01099335,0.1721031,0.7233298,0.0001732448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.009090198,0.0007558247,0.6174045,0.003131554,0.0004592097,0.001426836,0.07924288,0.2344049,0.0540841],"genre_scores_gemma":[0.2069178,0.001946646,0.3722982,0.005911911,0.000603565,0.002975972,0.3123564,0.04224822,0.05474128],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0380133,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518993377293214,"score_gpt":0.2652056014566818,"score_spread":0.2500156676837497,"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."}}