{"id":"W4404376897","doi":"10.22478/ufpb.2446-7006.47v28n01.66319","title":"SIMULACRO MULTIMODAL E SEMIOSE VISUAL","year":2023,"lang":"pt","type":"article","venue":"Acta Semiótica et Lingvistica","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","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":[0.001462229,0.0005866458,0.0006300724,0.0005270311,0.001259205,0.001551429,0.000676158,0.0002937839,0.007724809],"category_scores_gemma":[0.006833458,0.0005767772,0.0002841269,0.0004617153,0.0006342342,0.0001558147,0.0005483423,0.001070634,0.0068716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393722,"about_ca_system_score_gemma":0.0007299209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003887466,"about_ca_topic_score_gemma":0.00009253155,"domain_scores_codex":[0.9953183,0.0002867357,0.0009018313,0.0009238248,0.001009608,0.001559688],"domain_scores_gemma":[0.994094,0.003335015,0.0002091008,0.0007629599,0.0009062194,0.0006926701],"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":[0.0002945867,0.001996095,0.0007975888,0.001123168,0.0006892991,0.0003889105,0.08343178,0.000398508,0.000869699,0.3138739,0.5934763,0.002660144],"study_design_scores_gemma":[0.0009361197,0.0003799611,0.001012668,0.0003754917,0.0002239095,0.000005050223,0.01017105,0.1780679,0.0001584155,0.003546261,0.8040735,0.001049708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5846822,0.0008198846,0.0004679709,0.04803568,0.02383873,0.003015109,0.003384868,0.002739779,0.3330158],"genre_scores_gemma":[0.8825427,0.0003596434,0.00009536236,0.001185848,0.004254802,0.00004743225,0.0005749977,0.0001532993,0.1107859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3103277,"threshold_uncertainty_score":0.9996684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06731406872470015,"score_gpt":0.3895131992099978,"score_spread":0.3221991304852976,"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."}}