{"id":"W4315489938","doi":"10.51189/cinped/13513","title":"AS LÍNGUAS DA LÍNGUA: REFLEXÃO E USO","year":2023,"lang":"pt","type":"article","venue":"Anais do I Congresso Brasileiro On-line de Pesquisas e Inovação em Educação","topic":"Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Philosophy; Humanities; Psychology; 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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001256977,0.0019664,0.002059147,0.001419291,0.002780546,0.002422278,0.00200642,0.0007868212,0.01575032],"category_scores_gemma":[0.003497143,0.001907395,0.001227834,0.001406802,0.001205296,0.0003484291,0.001438837,0.001987176,0.006321139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006067335,"about_ca_system_score_gemma":0.00129803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00232922,"about_ca_topic_score_gemma":0.004259754,"domain_scores_codex":[0.9901242,0.0004619087,0.002031725,0.002314884,0.001721726,0.003345505],"domain_scores_gemma":[0.9930784,0.0009281533,0.001048239,0.002535592,0.001384299,0.001025314],"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":[0.0007718218,0.003087844,0.01969389,0.00162236,0.00297423,0.003576321,0.2390579,0.0004667428,0.0001753388,0.2370291,0.4680444,0.02350004],"study_design_scores_gemma":[0.006790054,0.00267586,0.02087509,0.005269581,0.001791416,0.0002454715,0.1273773,0.002320299,0.001466606,0.01015135,0.8143486,0.006688285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8578985,0.006946374,0.00000832618,0.002677949,0.02465651,0.00129832,0.001754645,0.001045618,0.1037138],"genre_scores_gemma":[0.86425,0.0008982903,0.00004866273,0.004766795,0.01014347,0.0001493172,0.0003451416,0.0004249898,0.1189733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3463042,"threshold_uncertainty_score":0.9993079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09363035737959075,"score_gpt":0.3729728612623087,"score_spread":0.2793425038827179,"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."}}