{"id":"W3020198400","doi":"10.21814/diacritica.355","title":"Tecnologias digitais numa experiência de aprendizagem autónoma de léxico da língua Alemã","year":2020,"lang":"pt","type":"article","venue":"Diacrítica","topic":"Linguistic Education and Pedagogy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy; Psychology","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":[0.003463813,0.0004449761,0.0003194855,0.001877106,0.002174703,0.008461002,0.000969248,0.001195269,0.009315477],"category_scores_gemma":[0.009887135,0.0003524274,0.000422014,0.00249841,0.003774843,0.006045625,0.005889742,0.001374197,0.00198401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002160354,"about_ca_system_score_gemma":0.002777772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003629823,"about_ca_topic_score_gemma":0.00618661,"domain_scores_codex":[0.9964963,0.001453585,0.0002229959,0.0006147377,0.000943878,0.0002686045],"domain_scores_gemma":[0.9946893,0.002330823,0.0004659083,0.001152747,0.0009390224,0.0004221788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005489836,0.0002221953,0.02232671,0.0008996219,0.00005496072,0.001729035,0.3477683,0.001799687,0.09162566,0.1652541,0.003879087,0.3638917],"study_design_scores_gemma":[0.0000860485,0.0005969516,0.04756797,0.000915792,0.0001591573,0.004178692,0.2922676,0.006701902,0.04683586,0.1024882,0.4979323,0.0002697264],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6642808,0.0009978326,0.09456485,0.003620206,0.0001520029,0.0001593543,0.000201672,0.001239779,0.2347835],"genre_scores_gemma":[0.9220587,0.0004819433,0.04660277,0.0002092565,0.00001998066,0.00008128017,0.0001640657,0.0002109872,0.03017106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009315477,"threshold_uncertainty_score":0.03116339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000794830451199,"score_gpt":0.3219248385073449,"score_spread":0.221845355462225,"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."}}