{"id":"W2150526239","doi":"10.1109/ccece.2003.1226145","title":"A practical methodology for measurement deployment in GQM","year":2004,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Software deployment; Software; Systems engineering; Software engineering; Computer science; Software measurement; Engineering; Software development; Software construction","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002041803,0.00006298022,0.00009795631,0.0001129416,0.00001816584,0.00003383337,0.0002981851,0.00003826566,0.000005828991],"category_scores_gemma":[0.003482406,0.00005491102,0.00002892446,0.0002148083,0.00001175075,0.0001347301,0.0001218787,0.0001016371,0.00002332338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002815791,"about_ca_system_score_gemma":0.0001988037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000645198,"about_ca_topic_score_gemma":0.00006521763,"domain_scores_codex":[0.9989256,0.00006199672,0.0001289777,0.0002450764,0.0003458616,0.0002924796],"domain_scores_gemma":[0.9986042,0.0009539249,0.0000122325,0.000275976,0.00008535338,0.00006835286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005071884,0.0005932159,0.004378544,0.00007996073,0.00005816156,0.000108814,0.0008280614,0.007339125,0.007628298,0.9438506,0.003460053,0.0316245],"study_design_scores_gemma":[0.01942265,0.00369702,0.1405797,0.000227953,0.00002585397,0.0005009136,0.0002315407,0.08171611,0.4027956,0.300329,0.04819898,0.002274692],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002541903,0.00003045163,0.9895412,0.007211784,0.0001540295,0.0002732232,1.006079e-7,0.0001621975,0.00008507282],"genre_scores_gemma":[0.2545453,0.000001711904,0.7451666,0.0001389243,0.0000167041,0.0001058132,8.909769e-8,0.000005124267,0.00001967082],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6435215,"threshold_uncertainty_score":0.4169017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3226216339184882,"score_gpt":0.424587630191256,"score_spread":0.1019659962727678,"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."}}