{"id":"W7120689241","doi":"","title":"Padrões de inovação aberta no desenvolvimento de produtos: um estudo comparativo entre as indústrias aeroespaciais brasileira e canadense.","year":2013,"lang":"en","type":"dissertation","venue":"Digital Library of Theses and Dissertations  (Universidade de São Paulo)","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerospace; Product (mathematics); Sample (material); Process (computing); Face (sociological concept); New product development; Product innovation; Open innovation","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000191242,0.0005345944,0.0007769802,0.0008559276,0.0005102921,0.001414512,0.0009451286,0.0002506571,0.00102593],"category_scores_gemma":[0.0007500391,0.0004722408,0.0002620908,0.00112955,0.0001445424,0.003280469,0.0002175903,0.0002535066,0.0001744551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006477116,"about_ca_system_score_gemma":0.0005288859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00194732,"about_ca_topic_score_gemma":0.004258911,"domain_scores_codex":[0.997103,0.0001185981,0.0006708035,0.0007391153,0.0007660726,0.0006024266],"domain_scores_gemma":[0.9973229,0.0007590551,0.0006968233,0.0005409041,0.000349548,0.0003307231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.002589232,0.00255334,0.4790764,0.001557596,0.003516737,0.0004640723,0.1357906,0.0005233772,0.002143873,0.08338214,0.2169696,0.07143308],"study_design_scores_gemma":[0.001135666,0.0003486438,0.4724304,0.0005873417,0.0003722931,0.00001824827,0.492295,0.001089654,0.001471264,0.0192936,0.009750159,0.001207669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461706,0.0006487816,0.00008506258,0.0008929178,0.0001927731,0.0006649403,0.0004165979,0.00008841605,0.05083992],"genre_scores_gemma":[0.9143675,0.0001977915,0.0004880246,0.0001577069,0.00004783009,0.00004542582,0.001093577,0.00005426503,0.08354787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3565044,"threshold_uncertainty_score":0.9998873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03037491477492782,"score_gpt":0.2929083240152542,"score_spread":0.2625334092403264,"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."}}