{"id":"W7011702028","doi":"","title":"NOVAS TECNOLOGIAS DA INFORMAÇÃO E DA COMUNICAÇÃO E EDUCAÇÃO ON LINE: UMA ABORDAGEM DISCURSIVA","year":2016,"lang":"pt","type":"article","venue":"","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Perspective (graphical); Meaning (existential); Relation (database)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.000709091,0.0007189251,0.0008767503,0.0006189487,0.001117518,0.001433971,0.001513616,0.0002615012,0.03691248],"category_scores_gemma":[0.001670338,0.0003870227,0.0006146776,0.0003065194,0.001035341,0.0005115544,0.0006284319,0.0006956324,0.007841769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016642,"about_ca_system_score_gemma":0.0003834231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332627,"about_ca_topic_score_gemma":0.001769295,"domain_scores_codex":[0.995324,0.0001998904,0.001101167,0.0007964806,0.001092273,0.001486209],"domain_scores_gemma":[0.9955854,0.0009448788,0.0003403563,0.001805551,0.0007223704,0.0006014594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003742258,0.00115138,0.001051755,0.0001850889,0.001267595,0.0001016177,0.01179111,0.000007076418,0.00006929948,0.6902772,0.1606665,0.1330573],"study_design_scores_gemma":[0.003087269,0.002335713,0.0003779767,0.0009473333,0.0003871358,0.00001007438,0.02292411,0.001017033,0.0006700468,0.008864314,0.9577518,0.001627186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08643121,0.001341226,0.001805173,0.04340935,0.004616251,0.001374736,0.001332382,0.0006685283,0.8590211],"genre_scores_gemma":[0.6635737,0.000943906,0.00007844029,0.0007665375,0.001736922,0.00002607158,0.00006838737,0.00005157529,0.3327545],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7970853,"threshold_uncertainty_score":0.9998581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041328244066117,"score_gpt":0.343815565314831,"score_spread":0.2396827409082193,"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."}}