{"id":"W2909672831","doi":"10.1590/doi:","title":"Melhoria de processo de software: Conhecimento, utilização e benefícios em empresas canadenses de desenvolvimento de software","year":2017,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software; Software development; Quality (philosophy); Product (mathematics); Software quality; Business; Process management; Sample (material); Computer science; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005110579,0.0002412082,0.0002074742,0.001753204,0.001771844,0.002922423,0.0009978999,0.0005799853,0.001503443],"category_scores_gemma":[0.02659075,0.0002657277,0.0003577128,0.001896254,0.002098651,0.001999071,0.001768573,0.0009277738,0.0002199588],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007219054,"about_ca_system_score_gemma":0.01296117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3993058,"about_ca_topic_score_gemma":0.5076126,"domain_scores_codex":[0.995299,0.0008612727,0.0001647905,0.0002275743,0.002789466,0.0006579374],"domain_scores_gemma":[0.9773831,0.008235037,0.005626385,0.00100393,0.005740431,0.002010982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002547394,0.0005777952,0.6995808,0.0003102163,0.00005330246,0.0004753072,0.1083826,0.0003286465,0.004147609,0.001175678,0.0007368673,0.1839764],"study_design_scores_gemma":[0.000007117541,0.0002571132,0.9463198,0.0001295048,0.00005829828,0.0002612523,0.04438031,0.0006046533,0.001531478,0.0002141178,0.006209961,0.00002644238],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959073,0.0002434222,0.0002097652,0.0002173262,0.000002844572,0.00002093614,0.00002552044,0.00001060744,0.003362214],"genre_scores_gemma":[0.9979379,0.0005702027,0.0003419204,0.0000350658,0.000004140539,0.000008299347,0.00003895864,0.000005001465,0.001058373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9927809,"threshold_uncertainty_score":0.7939631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780504673050298,"score_gpt":0.2539882421327639,"score_spread":0.226183195402261,"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."}}