{"id":"W7100757650","doi":"","title":"1 OWPL: A Light Model & Methodology for Initiating Software Process Improvement","year":2015,"lang":"en","type":"article","venue":"","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Software; Dozen; Work (physics); Software Engineering Process Group; Personal software process","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00130333,0.0003175322,0.0004690264,0.000356986,0.0002650433,0.0003290409,0.0003891101,0.0001481075,0.00007016947],"category_scores_gemma":[0.001598036,0.0002625552,0.0001666929,0.0006502073,0.00003329566,0.001214351,0.0001890858,0.000144364,0.0001622494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003826325,"about_ca_system_score_gemma":0.0001239388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003124088,"about_ca_topic_score_gemma":0.0003371481,"domain_scores_codex":[0.9980044,0.000011299,0.0005309801,0.0005708402,0.00035662,0.0005258896],"domain_scores_gemma":[0.9976269,0.00008455561,0.0003613567,0.0003468505,0.001539066,0.0000412501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001072686,0.001638076,0.01132125,0.00900392,0.001105782,0.000008549964,0.003648166,0.6116934,0.00801877,0.0409679,0.08932145,0.2222001],"study_design_scores_gemma":[0.001960294,0.00001655362,0.000008730445,0.00009518016,0.0005114525,0.000002376055,0.0009516724,0.7829053,0.000436786,0.1768635,0.03528285,0.0009653793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04185943,0.0001066483,0.9507586,0.002424056,0.0002135863,0.0003412008,0.000004908154,0.0004946131,0.003796937],"genre_scores_gemma":[0.6975797,0.000005465474,0.2885593,0.008043951,0.001633636,0.0004849299,0.0002391452,0.0001171635,0.003336702],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6621993,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2277901111347627,"score_gpt":0.3519728966647851,"score_spread":0.1241827855300224,"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."}}