{"id":"W4246209924","doi":"10.20396/visuais.v2i3.12074","title":"VOID. Talhando a paisagem","year":2016,"lang":"pt","type":"article","venue":"Revista Visuais","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.001167826,0.0003576933,0.0005389318,0.00008357649,0.0006983129,0.0004516815,0.0005960728,0.000284715,0.004798384],"category_scores_gemma":[0.000480926,0.000252427,0.0003880994,0.000672415,0.0005308322,0.0004782574,0.0001875359,0.0001506023,0.005217329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002725129,"about_ca_system_score_gemma":0.0002790533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001884285,"about_ca_topic_score_gemma":0.0001715268,"domain_scores_codex":[0.9968703,0.0003989773,0.0005195513,0.0005928101,0.0007807827,0.0008375482],"domain_scores_gemma":[0.9984676,0.0003802762,0.0002442843,0.0003849914,0.0001587353,0.000364146],"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":[0.00004197068,0.0003138526,0.06537339,0.0002841091,0.0003787047,0.00005691271,0.04816103,2.049786e-8,0.001776214,0.03755615,0.7068638,0.1391938],"study_design_scores_gemma":[0.0005759734,0.0001099424,0.002627277,0.0006009804,0.00007395757,8.566984e-7,0.00339868,0.000003749276,0.0001633094,0.0002216441,0.9916906,0.0005330778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.813952,0.03439315,0.001466361,0.02781902,0.003227581,0.00213413,0.0001300869,0.0009592829,0.1159184],"genre_scores_gemma":[0.679086,0.005734457,0.00006860738,0.0002236673,0.0006436641,0.00001897775,0.000004610306,0.00003731522,0.3141828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2848268,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04965791288497348,"score_gpt":0.3387178035024276,"score_spread":0.2890598906174542,"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."}}