{"id":"W7083423332","doi":"10.5281/zenodo.17209689","title":"Documento Desclasificado","year":2025,"lang":"es","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Education, Psychology, and Social Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metis; Context (archaeology); Field (mathematics); Power (physics)","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005010312,0.0003984263,0.0004651373,0.000665575,0.01076142,0.003942287,0.004225668,0.0006294247,0.03318655],"category_scores_gemma":[0.004007645,0.0004716926,0.0002554627,0.001703708,0.001549863,0.0003590227,0.003583307,0.001554108,0.01468701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104246,"about_ca_system_score_gemma":0.0001152012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00098065,"about_ca_topic_score_gemma":0.00001233026,"domain_scores_codex":[0.9918962,0.003559875,0.0006622706,0.001313208,0.001401137,0.001167351],"domain_scores_gemma":[0.9954126,0.0002385082,0.0003226581,0.001185394,0.00224943,0.000591426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001108219,0.000758933,0.0000342246,0.0003643571,0.0002403688,0.000008522524,0.03557713,0.00001627099,0.0002181245,0.1280148,0.5179633,0.3166931],"study_design_scores_gemma":[0.0004685828,0.0001477897,0.001480049,0.0001880094,0.00005086727,0.000005125417,0.01183562,0.00002381257,0.00003902873,0.004379811,0.9809819,0.0003993605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01047063,0.0002962729,0.0008368356,0.01494317,0.001808072,0.001641696,0.0005551931,0.0009526789,0.9684954],"genre_scores_gemma":[0.7377191,0.03724605,0.0007480833,0.001288774,0.005136891,0.00000151481,0.007237277,0.003946568,0.2066757],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7618197,"threshold_uncertainty_score":0.9997735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08880439520837471,"score_gpt":0.3968788462790795,"score_spread":0.3080744510707049,"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."}}