{"id":"W3200882385","doi":"","title":"Comente o seguinte texto-fonte","year":2017,"lang":"pt","type":"article","venue":"Revista de Estudos Anglo-Portugueses/Journal of Anglo-Portuguese Studies","topic":"Science and Science Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Geography","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.01714568,0.001327037,0.002972185,0.0009034044,0.005616626,0.002095818,0.005734224,0.0005174781,0.0005023779],"category_scores_gemma":[0.01057958,0.001121373,0.001600676,0.00142388,0.005368946,0.004649174,0.001173006,0.001581525,0.0003058633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168882,"about_ca_system_score_gemma":0.004020534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009601064,"about_ca_topic_score_gemma":0.001000778,"domain_scores_codex":[0.9867693,0.0009116966,0.003623427,0.001520396,0.004498417,0.002676805],"domain_scores_gemma":[0.9816989,0.0007919638,0.008369776,0.002478863,0.004878071,0.001782456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004566341,0.002609038,0.5168763,0.0008429975,0.003121861,0.003955452,0.09440406,0.0000379045,0.001097649,0.007667477,0.2975001,0.07143053],"study_design_scores_gemma":[0.002452489,0.002274031,0.6982413,0.004694208,0.001683308,0.0008408045,0.1584053,0.0001353861,0.0002487953,0.001268016,0.127326,0.002430464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8274874,0.1209589,0.0001950378,0.0233806,0.01440565,0.001816468,0.0001308532,0.0001585219,0.01146658],"genre_scores_gemma":[0.9023553,0.07265662,0.0004672275,0.0009185118,0.004816171,0.00003970077,0.000009633403,0.0001008409,0.01863606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.181365,"threshold_uncertainty_score":0.9999481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1433085695574477,"score_gpt":0.4240934475578007,"score_spread":0.2807848780003529,"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."}}