{"id":"W4281734805","doi":"10.21501/16920945.4350","title":"Presentación","year":2022,"lang":"es","type":"article","venue":"Poiésis","topic":"Public Health and Environmental Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004184258,0.0001986797,0.0001973799,0.00005792564,0.0008556478,0.000073693,0.0005671685,0.00004741362,0.1262848],"category_scores_gemma":[0.00002267724,0.0002195263,0.0001053396,0.0003632293,0.0001911462,0.0002468028,0.001558788,0.0003401152,0.00539085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006614062,"about_ca_system_score_gemma":0.0000213346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627204,"about_ca_topic_score_gemma":0.00001350604,"domain_scores_codex":[0.997492,0.0002344568,0.0002839284,0.000489048,0.0008178566,0.0006826738],"domain_scores_gemma":[0.9990113,0.00005077447,0.00009892378,0.0004460642,0.000001225202,0.000391673],"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":[0.00005897599,0.0008564979,0.8031057,0.0000574808,0.00004354221,0.00005175441,0.001461782,0.00171794,0.002098861,0.0009824779,0.1245685,0.06499644],"study_design_scores_gemma":[0.0002074241,0.0001344825,0.3156445,0.000002730897,0.00001442552,0.00001507055,0.0005619057,0.0003961524,0.0002693494,0.0002401821,0.6823108,0.0002029513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8261135,0.0009465658,0.0000160543,0.01091587,0.0007527642,0.0003954576,0.000277305,0.00007712461,0.1605054],"genre_scores_gemma":[0.9895114,0.0003084171,0.0001574161,0.001759954,0.0001258693,0.0001345949,0.00003622613,0.00002998607,0.007936146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5577423,"threshold_uncertainty_score":0.9953836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181858813633958,"score_gpt":0.2605487179014218,"score_spread":0.2487301297650822,"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."}}