{"id":"W2949449335","doi":"10.25766/hf5s-wy65","title":"Discurso Académico: Uma área disciplinar em construção","year":2020,"lang":"pt","type":"book-chapter","venue":"Instituto Politécnico de Leiria","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004778173,0.001242828,0.001313531,0.0004781734,0.001879989,0.002047672,0.001452042,0.0008499894,0.01640554],"category_scores_gemma":[0.0005266843,0.001161411,0.0007234034,0.00007992137,0.002300672,0.0002672342,0.0008664725,0.00237686,0.005964921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006087231,"about_ca_system_score_gemma":0.002576002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159933,"about_ca_topic_score_gemma":0.001020293,"domain_scores_codex":[0.9944262,0.0001119034,0.001450365,0.001382967,0.001057829,0.001570768],"domain_scores_gemma":[0.9958162,0.0003022171,0.0006283677,0.001240338,0.0006930379,0.001319821],"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":[0.0001135968,0.000169274,0.0002092504,0.0004865802,0.0004495998,0.000206846,0.01980046,0.000007645925,0.0000123642,0.9499865,0.02537496,0.003182954],"study_design_scores_gemma":[0.0008705913,0.0002739684,0.0001934977,0.0007621445,0.0003484942,0.00005576539,0.004178338,0.0005222371,0.00002640751,0.04888222,0.9425039,0.001382483],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004336095,0.001398955,0.00008922238,0.01073127,0.007713011,0.001308365,0.00303889,0.000280447,0.9711037],"genre_scores_gemma":[0.5871581,0.0005514233,0.0001765036,0.001978101,0.0141528,0.0000950387,0.0007488083,0.0002682509,0.394871],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9171289,"threshold_uncertainty_score":0.9999247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0864499623652123,"score_gpt":0.3195661828820485,"score_spread":0.2331162205168362,"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."}}