{"id":"W3096088581","doi":"10.4025/notandum.vi54.52969","title":"NOVAS VISÕES SOBRE A ROMA ANTIGA","year":2020,"lang":"pt","type":"article","venue":"Notandum","topic":"Cultural, Media, and Literary Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","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":[0.00007973334,0.0004305067,0.0005776607,0.00004899281,0.0007966998,0.0005377189,0.0002742485,0.0001189143,0.004626921],"category_scores_gemma":[0.00008490436,0.0003361062,0.0002855093,0.0001165594,0.0003272077,0.0004104996,0.0001606754,0.0003743738,0.001220075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002497376,"about_ca_system_score_gemma":0.000049494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001070955,"about_ca_topic_score_gemma":0.0002879735,"domain_scores_codex":[0.9980741,0.00006209125,0.0004455922,0.0005092495,0.0003746062,0.0005343937],"domain_scores_gemma":[0.9991273,0.00008137746,0.0001383451,0.0002364456,0.0001588533,0.0002577116],"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":[0.0001259964,0.0001379996,0.001558535,0.0003532945,0.0003864957,0.0001459544,0.4684598,9.646549e-7,0.00017622,0.01353574,0.5108515,0.004267461],"study_design_scores_gemma":[0.000857672,0.000408028,0.001781937,0.0001534109,0.0001408825,0.000005771275,0.03390758,0.0001135736,0.0001228599,0.0001135588,0.9618962,0.0004985029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.627746,0.02625994,0.00002089541,0.06135046,0.007870684,0.0009439939,0.001208562,0.0005812282,0.2740183],"genre_scores_gemma":[0.9416409,0.0008534461,0.00002077066,0.006341756,0.007125386,0.0000145124,0.00006540209,0.00004547088,0.04389235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4510447,"threshold_uncertainty_score":0.9999091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07540158583600218,"score_gpt":0.2386869568747679,"score_spread":0.1632853710387657,"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."}}