{"id":"W4414861959","doi":"10.47749/t/unicamp.2025.1517721","title":"Terra verde","year":2025,"lang":"it","type":"dissertation","venue":"","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; State (computer science); Situated; Cape verde; Metis; Key (lock)","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":[0.000334441,0.0003080146,0.0003929769,0.0001166133,0.0008176343,0.0002579926,0.0005178812,0.0006412527,0.01234049],"category_scores_gemma":[0.0001100608,0.0003037378,0.0002573261,0.0005725731,0.0001002407,0.0001893031,0.00004777509,0.000298699,0.001190055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611525,"about_ca_system_score_gemma":0.0007994343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004886703,"about_ca_topic_score_gemma":0.002961753,"domain_scores_codex":[0.9980085,0.0001100742,0.0003752135,0.0004436877,0.0006066264,0.0004558419],"domain_scores_gemma":[0.9992992,0.00008890034,0.0001416505,0.0001769499,0.0001733895,0.0001198664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005103573,0.0002232384,0.002709798,0.0003909032,0.0005648947,0.00001415649,0.4394026,7.060314e-7,0.0001252283,0.05824046,0.4533477,0.0449293],"study_design_scores_gemma":[0.0002381266,0.0000278253,0.005735413,0.0002953112,0.0001392231,4.373418e-8,0.1374103,0.00002012125,0.0004286619,0.001426662,0.8536226,0.0006557669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03527274,0.000522133,0.00001039147,0.001004438,0.003565474,0.0003451261,0.000004846603,0.0001414523,0.9591334],"genre_scores_gemma":[0.1076593,0.001148546,0.0002828463,0.000274281,0.0003902466,0.0000223059,0.000396732,0.0000134941,0.8898123],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4002748,"threshold_uncertainty_score":0.9999415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671828154328893,"score_gpt":0.32230389558409,"score_spread":0.2955856140408011,"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."}}