{"id":"W4249934157","doi":"10.17561/at.v1i4.2159","title":"Presentación","year":2014,"lang":"es","type":"article","venue":"Agua y Territorio / Water and Landscape","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Computer science; Mathematics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006484402,0.000670899,0.0006835409,0.0002686905,0.0003564884,0.0009102696,0.0004476721,0.0003664254,0.0006697744],"category_scores_gemma":[0.00003978326,0.0004583045,0.0001825849,0.0001424684,0.0001716996,0.0005197222,0.0004239396,0.0004369542,0.003985439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004187997,"about_ca_system_score_gemma":0.00002330207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006219627,"about_ca_topic_score_gemma":0.00008253807,"domain_scores_codex":[0.9963571,0.0003611778,0.0005550587,0.0009399856,0.0005815539,0.001205097],"domain_scores_gemma":[0.9983122,0.0001050629,0.0001052676,0.0008661457,0.0001001083,0.000511235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003805372,0.0004510863,0.8182405,0.000575647,0.0004507119,0.00007730428,0.005676756,0.00001354719,0.03081277,0.0009647338,0.1317252,0.01063127],"study_design_scores_gemma":[0.002541321,0.0004550807,0.05574043,0.0002148303,0.000262256,0.00008591048,0.0001428193,0.001589574,0.0194372,0.0004504591,0.9181389,0.0009412627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734019,0.001673644,0.00002846446,0.001012529,0.003472774,0.0004180812,0.0001581424,0.0003372022,0.01949723],"genre_scores_gemma":[0.9880659,0.0001940288,0.0000717872,0.0001751418,0.006391935,0.00003568849,0.0003722603,0.0001983954,0.004494863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7864137,"threshold_uncertainty_score":0.9997869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005831915533000252,"score_gpt":0.2246587384766689,"score_spread":0.2188268229436686,"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."}}