{"id":"W117488698","doi":"","title":"Novos desafios no ensino do português","year":2011,"lang":"pt","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","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":"Political science","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","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.009690315,0.0004918544,0.0005042497,0.006188162,0.004898726,0.0008710839,0.001773819,0.0004542222,0.001891435],"category_scores_gemma":[0.009494322,0.0004483188,0.0001384336,0.003175179,0.008138199,0.0006920401,0.0008323301,0.001323628,0.0003333981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005443504,"about_ca_system_score_gemma":0.005629108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005081091,"about_ca_topic_score_gemma":0.00006369951,"domain_scores_codex":[0.9916189,0.0001156732,0.0009451125,0.001675825,0.003114775,0.002529734],"domain_scores_gemma":[0.9860408,0.0006356238,0.0003197567,0.0006618411,0.01178608,0.0005558751],"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":[0.0001781609,0.0009776165,0.002611126,0.0003051955,0.0001507585,0.00003794633,0.005623056,1.173212e-7,0.001247803,0.8448111,0.1228446,0.02121256],"study_design_scores_gemma":[0.001976327,0.004747559,0.001898255,0.0004620976,0.00007487284,0.0001126314,0.01242829,0.002623208,0.004086494,0.1975237,0.7723509,0.001715637],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.120995,0.0144892,0.0003214492,0.006097961,0.006362574,0.008406588,0.002669541,0.000703208,0.8399545],"genre_scores_gemma":[0.8985295,0.002104037,0.00104186,0.0000936807,0.001261473,0.0007499368,0.0001576966,0.00007756122,0.09598428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7775345,"threshold_uncertainty_score":0.9997969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1593785464369084,"score_gpt":0.3936877750133961,"score_spread":0.2343092285764877,"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."}}