{"id":"W3214320918","doi":"","title":"A LEITURA ON-LINE COMO UM PROCESSO DE INVESTIGAÇÃO E A PRODUÇÃO DE TEXTO DE DIVULGAÇÃO CIENTÍFICA: UMA PROPOSTA PARA O ENSINO SUPERIOR","year":2021,"lang":"pt","type":"article","venue":"","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Humanities; Reading (process); Philosophy; Linguistics","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"],"consensus_categories":[],"category_scores_codex":[0.001011161,0.0004884075,0.0005258633,0.0002137209,0.0009981911,0.0009635898,0.000877096,0.0005421565,0.0006507479],"category_scores_gemma":[0.006255234,0.0004390926,0.0001965454,0.002046867,0.001210943,0.0005047887,0.0003592905,0.0006717187,0.0003082439],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006847472,"about_ca_system_score_gemma":0.006528183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003932569,"about_ca_topic_score_gemma":0.002492631,"domain_scores_codex":[0.995715,0.0003430267,0.0006180687,0.001029556,0.0007562491,0.001538167],"domain_scores_gemma":[0.9974467,0.000279936,0.0002204599,0.0007551066,0.0006311356,0.0006666527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003751091,0.01019173,0.1859634,0.001727348,0.0004509686,0.0007678895,0.3351679,0.0002052496,0.02175074,0.1904401,0.1477761,0.1051834],"study_design_scores_gemma":[0.002343669,0.001712731,0.02018991,0.001343715,0.0002621511,0.0003300119,0.5460148,0.003081531,0.228439,0.02588991,0.1673218,0.003070741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.864764,0.0008524521,0.0004383917,0.1070642,0.0004117259,0.0009728295,0.00004746136,0.0008797819,0.02456914],"genre_scores_gemma":[0.9278578,0.0003357102,0.003073348,0.00528138,0.0002169256,0.0001296643,0.0000313077,0.00004704517,0.06302684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2108469,"threshold_uncertainty_score":0.9998061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.160598668261649,"score_gpt":0.3937929935703766,"score_spread":0.2331943253087277,"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."}}