{"id":"W4385547042","doi":"10.54751/revistafoco.v16n8-029","title":"BREVE REFLEXÃO SOBRE O ENSINO DE LÍNGUA PORTUGUESA NAS REDES SOCIAIS","year":2023,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Humanities; Philosophy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001293108,0.000306624,0.0004581365,0.0002289024,0.0007258704,0.0006186977,0.000691774,0.0004560617,0.0003431947],"category_scores_gemma":[0.001935477,0.0003149176,0.0003059045,0.002030505,0.0006352212,0.0003457669,0.0002454443,0.0003576279,0.001854117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003946463,"about_ca_system_score_gemma":0.0009763726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003604668,"about_ca_topic_score_gemma":0.0002392329,"domain_scores_codex":[0.9971703,0.0002403824,0.0005332608,0.0005689635,0.000555912,0.0009312032],"domain_scores_gemma":[0.9983003,0.0003226094,0.0003217069,0.0005866196,0.0002070015,0.0002617266],"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":[0.00001478437,0.0001605419,0.005654133,0.0002990758,0.00009015208,0.00008821005,0.02065722,0.000001030424,0.0004741993,0.1708834,0.6655418,0.1361355],"study_design_scores_gemma":[0.000151696,0.00007242404,0.006822117,0.0002818472,0.00004689581,0.000006841376,0.05068972,0.000009425219,0.0002700044,0.01423426,0.9269596,0.0004552169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.347627,0.0125659,0.00006686111,0.09953302,0.002398914,0.002048405,0.0002493462,0.005593667,0.5299169],"genre_scores_gemma":[0.7936506,0.009405929,0.00013979,0.0009095601,0.0005761967,0.000046705,0.00006139908,0.00005230604,0.1951576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4460236,"threshold_uncertainty_score":0.9999303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012613750343789,"score_gpt":0.4009570562031036,"score_spread":0.2996956811687246,"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."}}