{"id":"W4385389007","doi":"10.32748/revec.v9i22.19454","title":"MAYOURI D’ÉLIE STEPHENSON","year":2023,"lang":"pt","type":"article","venue":"Revista de Estudos de Cultura","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Humanities; Philosophy; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009348514,0.0003090315,0.0003642553,0.0001683982,0.0009207376,0.002125637,0.0004508257,0.0001399111,0.003866228],"category_scores_gemma":[0.0007556957,0.0002625617,0.000209528,0.0003104015,0.0001997219,0.00008039859,0.0001750604,0.0004969224,0.005209007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003220712,"about_ca_system_score_gemma":0.0003854251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003289027,"about_ca_topic_score_gemma":0.00003419955,"domain_scores_codex":[0.9974653,0.0001925688,0.0004516488,0.0004309355,0.0004739826,0.0009855507],"domain_scores_gemma":[0.9982801,0.0002166146,0.0001433491,0.0004681438,0.0005212483,0.0003705517],"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":[0.00002569488,0.0002211699,0.006503323,0.0008193488,0.0002033568,0.0001569088,0.06237886,0.00002363503,0.0001046303,0.2959366,0.6315914,0.002035076],"study_design_scores_gemma":[0.0002838874,0.00008391599,0.009632098,0.0002774429,0.00009953899,0.00001210424,0.02070305,0.0008920753,0.00001881719,0.0003822236,0.9672446,0.0003702863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8865183,0.006666755,0.00004036389,0.009298068,0.003441637,0.001330134,0.0004917392,0.0006375957,0.09157542],"genre_scores_gemma":[0.7612069,0.001966537,0.00005500831,0.0005232053,0.004283881,0.00007038756,0.000151802,0.00006639864,0.2316759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3356531,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08190721895100374,"score_gpt":0.3429042618532939,"score_spread":0.2609970429022902,"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."}}