{"id":"W2620096765","doi":"10.1590/010318135171183591","title":"CAMINHOS PARA UM ENSINO FUNCIONAL DE GRAMÁTICA ORIENTADO AO TEXTO: PRONOMES PESSOAIS E ADJETIVOS EM PERSPECTIVA INTERSUBJETIVA","year":2017,"lang":"pt","type":"article","venue":"Trabalhos em Linguística Aplicada","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Humanities; Philosophy; Sociology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009327962,0.001016367,0.001048333,0.0003561249,0.004524431,0.004203482,0.001897223,0.0004287515,0.009072533],"category_scores_gemma":[0.003736014,0.0009729321,0.0005802602,0.0001256431,0.00167852,0.0003188165,0.0006503828,0.001648851,0.001092892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007602866,"about_ca_system_score_gemma":0.001512985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003506954,"about_ca_topic_score_gemma":0.001400836,"domain_scores_codex":[0.9936275,0.0002295146,0.001126187,0.001607164,0.001258371,0.002151275],"domain_scores_gemma":[0.9936083,0.0008013312,0.0007027315,0.002109229,0.001630616,0.001147784],"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":[0.00122624,0.004805267,0.01352284,0.001181502,0.00178067,0.0004501364,0.3172732,0.00001464806,0.0003744671,0.5572361,0.08629182,0.01584311],"study_design_scores_gemma":[0.004117378,0.001832771,0.07241085,0.001575379,0.001191095,0.0001344267,0.1694648,0.005953941,0.001266077,0.009154024,0.7290717,0.003827661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9017454,0.001867398,0.0007952095,0.01040663,0.008658017,0.002902237,0.001608546,0.0004115568,0.07160505],"genre_scores_gemma":[0.9565333,0.0001474556,0.0005133352,0.0003961329,0.007122397,0.0002160039,0.0001273177,0.0001857473,0.03475835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6427798,"threshold_uncertainty_score":0.9996849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09368444687970502,"score_gpt":0.3561198627480966,"score_spread":0.2624354158683916,"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."}}