{"id":"W4391725623","doi":"10.51189/ensipex2024/27374","title":"A LEITURA LITERÁRIA A PARTIR DAS PLATAFORMAS DIGITAIS","year":2023,"lang":"pt","type":"article","venue":"","topic":"Cultural, Media, and Literary Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Computer science","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":[0.0001996194,0.0005081985,0.0005559456,0.0002119256,0.001060218,0.001578472,0.0003113628,0.0001149964,0.006698926],"category_scores_gemma":[0.00007163859,0.0003535322,0.0003331472,0.0002674643,0.00040255,0.001379943,0.0003159507,0.0002954915,0.007573319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003628978,"about_ca_system_score_gemma":0.00004240169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000190207,"about_ca_topic_score_gemma":0.0007686925,"domain_scores_codex":[0.9974474,0.00005135583,0.0006493225,0.0005100086,0.0004189789,0.0009229113],"domain_scores_gemma":[0.998821,0.0002287462,0.0001294178,0.0004299309,0.0001595696,0.0002313504],"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":[0.00005333401,0.00008223405,0.0008601833,0.0002051304,0.0002827829,0.00008728567,0.3768589,0.000001177001,0.000004799482,0.05460028,0.5623727,0.004591211],"study_design_scores_gemma":[0.0006069872,0.0001934585,0.00201007,0.0001539737,0.00008858903,0.000008075415,0.08400771,0.0002715126,0.00002210173,0.0006242692,0.911481,0.0005322503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5394745,0.004422735,0.000002839859,0.007077503,0.005280809,0.0006917938,0.0008818944,0.001296331,0.4408716],"genre_scores_gemma":[0.5439605,0.00071064,0.000004317214,0.0008321063,0.001838524,0.00004778334,0.0003666399,0.00003257941,0.4522069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3491083,"threshold_uncertainty_score":0.9998916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06030127072526147,"score_gpt":0.2792542515483908,"score_spread":0.2189529808231293,"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."}}