{"id":"W4383504724","doi":"10.13102/sitientibus.vi37.7791","title":"PALLE – PROJETO APRIMORAMENTO EM LÍNGUA E LITERATURA ESTRANGEIRAS: UMA EXPERIÊNCIA COM A FORMAÇÃO CONTINUADA","year":2022,"lang":"pt","type":"article","venue":"Sitientibus","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01351585,0.0004692075,0.0005076806,0.002537901,0.008435435,0.0118157,0.002621655,0.003458021,0.01410553],"category_scores_gemma":[0.01750796,0.0005737492,0.0006779637,0.002810912,0.007667054,0.01177177,0.02032821,0.004730335,0.004698573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004386147,"about_ca_system_score_gemma":0.02264354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005840193,"about_ca_topic_score_gemma":0.01195317,"domain_scores_codex":[0.9861954,0.007066855,0.0005446693,0.001631646,0.003485807,0.001075635],"domain_scores_gemma":[0.9816988,0.004797333,0.0008487848,0.003041622,0.00370382,0.005909707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002682055,0.0009602326,0.008379156,0.001385567,0.00003541365,0.003130941,0.3974964,0.000437031,0.009349043,0.1605765,0.0636721,0.3543094],"study_design_scores_gemma":[0.00003317426,0.0002611818,0.005083633,0.0005608043,0.0000158804,0.001469624,0.09166297,0.0003559705,0.001979623,0.01493794,0.8835898,0.00004939477],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3183762,0.008735383,0.06543104,0.09818944,0.003101261,0.001509192,0.0005544742,0.002518047,0.501585],"genre_scores_gemma":[0.6583458,0.00499255,0.05846428,0.006636402,0.0003864518,0.0006919794,0.0006505332,0.0006415456,0.2691905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01410553,"threshold_uncertainty_score":0.0714795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04455908751532718,"score_gpt":0.298801811686244,"score_spread":0.2542427241709169,"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."}}