{"id":"W3092321844","doi":"","title":"Organization Global Software Development Challenges of Software Product Quality","year":2020,"lang":"en","type":"article","venue":"ScholarWorks (Walden University)","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Government of Canada","keywords":"Software; Quality (philosophy); Computer science; Software development; Software quality analyst; Product (mathematics); Software engineering; Software quality; Business; Process management","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002829252,0.000163386,0.0002071114,0.00008649737,0.000147089,0.00008207787,0.001176661,0.0001092934,0.00001963183],"category_scores_gemma":[0.001057945,0.0001863603,0.00004612256,0.00145697,0.00002878988,0.001321593,0.0005840876,0.0002514821,0.00002125802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001207203,"about_ca_system_score_gemma":0.0001964802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001269168,"about_ca_topic_score_gemma":0.000007016217,"domain_scores_codex":[0.9986929,0.0001212115,0.0002005405,0.000466928,0.0003128302,0.0002055599],"domain_scores_gemma":[0.9988032,0.0001089623,0.0001827946,0.0004349326,0.0003177647,0.0001523321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000131632,0.0004432033,0.186865,0.001035497,0.0004501074,0.0002744926,0.008267862,0.002585721,0.0004338383,0.1883491,0.002728681,0.6084348],"study_design_scores_gemma":[0.00267983,0.0006194221,0.4525239,0.0006629319,0.000173569,0.00007029509,0.001182671,0.0006357704,0.03032351,0.003201846,0.5044957,0.003430601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01653998,0.000592806,0.9790257,0.002010204,0.0001472818,0.0001613744,0.000004913849,0.001286704,0.0002310561],"genre_scores_gemma":[0.3990911,0.0002009383,0.6004175,0.0001349909,0.00005840732,6.062398e-7,0.000009051253,0.00001489154,0.00007252298],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6050042,"threshold_uncertainty_score":0.7599552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585072506437493,"score_gpt":0.2410866963254809,"score_spread":0.205235971261106,"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."}}