{"id":"W3202296126","doi":"10.20396/liames.v21i00.8667131","title":"Apresentação","year":2021,"lang":"pt","type":"article","venue":"LIAMES Línguas Indígenas Americanas","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Macro; Philosophy; Biology; Humanities; Botany; Computer science; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005169477,0.0005601483,0.0003714341,0.003668202,0.003250586,0.006340832,0.001189271,0.001241292,0.03092646],"category_scores_gemma":[0.01472809,0.0001962846,0.0004470729,0.004111385,0.003850453,0.004193145,0.005025228,0.001484831,0.004912717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003310031,"about_ca_system_score_gemma":0.004045684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008884043,"about_ca_topic_score_gemma":0.01228027,"domain_scores_codex":[0.9957022,0.00157636,0.0002749725,0.0008775613,0.001277749,0.0002910077],"domain_scores_gemma":[0.9922844,0.003159823,0.0006074252,0.001463406,0.002101935,0.0003831909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002842839,0.00009241819,0.01723727,0.002007217,0.00005919391,0.001924243,0.08279493,0.0002326091,0.00514501,0.3767323,0.1123692,0.4011213],"study_design_scores_gemma":[0.000005782069,0.00001502761,0.003205552,0.0005703023,0.00002141247,0.0006926293,0.01130002,0.000100507,0.0007470985,0.00975175,0.9735764,0.00001350334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1162295,0.03477356,0.01908778,0.05151825,0.01056259,0.0004084561,0.003261638,0.0005168118,0.7636415],"genre_scores_gemma":[0.684307,0.02447651,0.02136153,0.01537012,0.006385365,0.0007173851,0.002946248,0.000838789,0.243597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03092646,"threshold_uncertainty_score":0.1034594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03153418700522004,"score_gpt":0.2703841500011817,"score_spread":0.2388499629959616,"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."}}