{"id":"W2045703064","doi":"10.4000/linx.699","title":"De ratione scribendi","year":2009,"lang":"es","type":"article","venue":"Linx","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002610208,0.00009492628,0.0001430254,0.00001223887,0.0008409586,0.0001684161,0.0001386502,0.0001075906,0.0001487265],"category_scores_gemma":[0.0004791601,0.00007949994,0.00007395733,0.0001400168,0.0001588734,0.00006133563,0.00001729557,0.0001114407,0.0002364841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008542764,"about_ca_system_score_gemma":0.00007061635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006556106,"about_ca_topic_score_gemma":0.00004686237,"domain_scores_codex":[0.9991032,0.00008091844,0.0001413099,0.0001426341,0.000229752,0.0003021987],"domain_scores_gemma":[0.9996084,0.00006489349,0.00005691622,0.00007581586,0.000100433,0.00009352323],"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":[0.00001130598,0.0001236136,0.007434851,0.00000899858,0.00004665962,0.0000140715,0.06243793,0.000005253614,0.00009185701,0.8767166,0.01799862,0.03511026],"study_design_scores_gemma":[0.0003418097,0.0001422798,0.07424485,0.00005786804,0.00007110628,5.941406e-7,0.01015884,0.00005073589,0.00008885312,0.0369227,0.8776218,0.0002985519],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2118232,0.003044209,0.0002502602,0.04020397,0.001419033,0.0002746215,0.00001460022,0.0001742721,0.7427958],"genre_scores_gemma":[0.9760781,0.001455284,0.0003815582,0.001442941,0.002573169,0.000002041213,0.000003381439,0.000003222713,0.01806032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8596232,"threshold_uncertainty_score":0.6468059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429897724280772,"score_gpt":0.3316718067899511,"score_spread":0.3073728295471433,"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."}}