{"id":"W4413916945","doi":"10.47749/t/unicamp.2025.1506301","title":"Performance e potência","year":2025,"lang":"pt","type":"dissertation","venue":"","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000846148,0.0004124644,0.0006405126,0.0007072201,0.0007124154,0.0003788934,0.001040776,0.0002230366,0.004168044],"category_scores_gemma":[0.0005065952,0.000299123,0.0002140501,0.001690635,0.00004599806,0.0003702138,0.0003509879,0.0002117248,0.002413563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000375639,"about_ca_system_score_gemma":0.0001835114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001630745,"about_ca_topic_score_gemma":0.0001156894,"domain_scores_codex":[0.9965886,0.00004793058,0.0008222252,0.0008403624,0.001307721,0.000393094],"domain_scores_gemma":[0.9977729,0.0002925459,0.0003656444,0.0006911419,0.0008211956,0.00005655023],"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":[0.00006411567,0.00008097071,0.005094586,0.0003482338,0.0001288715,0.000004180517,0.0006702438,0.00006518041,0.000007490667,0.005431417,0.05468668,0.933418],"study_design_scores_gemma":[0.001485137,0.000230239,0.3637851,0.001817499,0.0008160045,0.00000127499,0.04126993,0.1271223,0.0004063569,0.002499565,0.4582336,0.002332964],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04178398,0.001191513,0.008574327,0.001955312,0.009333207,0.0006735501,0.00001724001,0.0001175425,0.9363533],"genre_scores_gemma":[0.4681015,0.001358555,0.00008806044,0.0003786845,0.00002633861,0.00003046442,0.00005343403,0.000007746536,0.5299553],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9310851,"threshold_uncertainty_score":0.9999461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07911109746888804,"score_gpt":0.3661594695825288,"score_spread":0.2870483721136408,"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."}}