{"id":"W2961349937","doi":"10.11606/d.18.2019.tde-17052019-132153","title":"Plano tecnológico para líderes de grupo de pesquisa: possibilidades, conteúdo e práticas comparadas em áreas de engenharia do Brasil e Canadá","year":2019,"lang":"pt","type":"dissertation","venue":"","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Facilitator; Knowledge management; Context (archaeology); Technology transfer; Plan (archaeology); Entrepreneurship; Assertiveness; Business; Political science; Geography; Psychology; Computer science","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":[0.006991331,0.0003517173,0.0004335734,0.005474366,0.005303628,0.005104137,0.001501856,0.0006585299,0.004843633],"category_scores_gemma":[0.02435881,0.0003653919,0.0004414427,0.007708322,0.003920099,0.002045213,0.003555192,0.0007193489,0.0003165908],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02790726,"about_ca_system_score_gemma":0.06805711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6323463,"about_ca_topic_score_gemma":0.7488186,"domain_scores_codex":[0.9955954,0.001216002,0.0002548976,0.000494924,0.00165195,0.0007867755],"domain_scores_gemma":[0.9864482,0.006642488,0.001257435,0.001042874,0.003474575,0.001134441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002400303,0.0001827195,0.204632,0.0009342208,0.00003759399,0.0005856339,0.1999085,0.002289799,0.0022676,0.05863478,0.003996652,0.5262905],"study_design_scores_gemma":[0.00004673297,0.0003582893,0.4379694,0.0014052,0.0001425564,0.0006916886,0.4161784,0.006191048,0.003220351,0.0113558,0.122335,0.0001055033],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.916185,0.002360126,0.006817415,0.003373005,0.00005079242,0.0008920382,0.0004671546,0.0001688951,0.06968554],"genre_scores_gemma":[0.9863294,0.00123404,0.007043041,0.00004489422,0.000008213427,0.0001454591,0.0001084468,0.00001606428,0.005070377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9720927,"threshold_uncertainty_score":0.7396377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735309686385086,"score_gpt":0.2844904284455707,"score_spread":0.2571373315817198,"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."}}