{"id":"W2018940242","doi":"10.1145/2641483.2641542","title":"Binary Linear Programming-based Release Planning for Multi-tenant Business SaaS","year":2008,"lang":"en","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"King Saud University","keywords":"Software as a service; Computer science; Process (computing); Business requirements; Process management; Business process; Service provider; Enterprise resource planning; Software; Service (business); Risk analysis (engineering); Business; Knowledge management; Software development; Work in process; Operating system; Marketing","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":[0.0002040388,0.0001391728,0.0001305027,0.000102876,0.0001710355,0.00005582871,0.0004673592,0.00006692497,0.000003279615],"category_scores_gemma":[0.000265097,0.00009858365,0.00005756128,0.0003932937,0.00002594383,0.0003923183,0.00008201463,0.0001014202,0.000006759336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001885004,"about_ca_system_score_gemma":0.00009549835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006907181,"about_ca_topic_score_gemma":0.000001342851,"domain_scores_codex":[0.9991058,0.00001633982,0.000166019,0.0002931558,0.0001403849,0.0002782715],"domain_scores_gemma":[0.9990553,0.0002519849,0.00006923218,0.0003897744,0.000147354,0.00008641476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009625528,0.004958455,0.03534807,0.001761529,0.0002784589,0.004090498,0.003906769,0.2475129,0.002820704,0.01516554,0.09010322,0.5930913],"study_design_scores_gemma":[0.0004519775,0.0002214129,0.002429203,0.00004736868,0.000005311792,0.00004952378,0.000004220841,0.8156503,0.002022302,0.00002179795,0.1788455,0.0002510482],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003806019,0.000119328,0.9931219,0.0006507187,0.0001785156,0.0003286061,0.000001824292,0.001772828,0.00002031063],"genre_scores_gemma":[0.07727276,0.0000088647,0.9220517,0.000238798,0.00006606181,0.0001118422,0.000009580574,0.00001725537,0.0002230907],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5928403,"threshold_uncertainty_score":0.4020124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08096051559608206,"score_gpt":0.3183232255048689,"score_spread":0.2373627099087869,"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."}}