{"id":"W3130354990","doi":"10.51924/revthesis.2017.v2.168","title":"Sobre a arte de construir livros e significados (ou do ponto de vista do português)","year":2017,"lang":"pt","type":"article","venue":"Revista Thésis","topic":"American Literature and Humor Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000689281,0.0007934217,0.001247128,0.0001627275,0.003948088,0.006910168,0.00106829,0.0002236589,0.003502297],"category_scores_gemma":[0.0002450245,0.0007132636,0.0006707939,0.00006138022,0.002071931,0.0005149584,0.000386141,0.0006708523,0.0005762306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437233,"about_ca_system_score_gemma":0.0003715868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004905875,"about_ca_topic_score_gemma":0.0001158311,"domain_scores_codex":[0.996292,0.0002131521,0.0008404796,0.0008987847,0.0004590965,0.001296479],"domain_scores_gemma":[0.996192,0.0002189251,0.00103012,0.001787032,0.0003067411,0.0004652052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002592038,0.0003553137,0.008780929,0.001215838,0.00124134,0.0008929422,0.07039623,0.000001120704,0.0002198734,0.6944303,0.1877634,0.03444347],"study_design_scores_gemma":[0.0006539588,0.0003146438,0.002624436,0.001113409,0.0007211144,0.00008783946,0.01798678,0.00005338038,0.00002600621,0.0007969281,0.9746038,0.001017734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07682052,0.06083019,0.0004978937,0.01109805,0.001700679,0.00209514,0.003241719,0.0004097823,0.843306],"genre_scores_gemma":[0.9195152,0.003433351,0.0001143801,0.0009456293,0.002737509,0.00008081651,0.00003013459,0.0001060337,0.07303692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8426947,"threshold_uncertainty_score":0.9995319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02773646297863369,"score_gpt":0.2789789061378711,"score_spread":0.2512424431592374,"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."}}