{"id":"W6950186241","doi":"10.5281/zenodo.16784916","title":"Las nubes - Aristofanes","year":2025,"lang":"es","type":"book","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Historical and Literary Analyses","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Context (archaeology); Meaning (existential); Order (exchange); Field (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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004391988,0.000464421,0.0005532915,0.0006484807,0.00808378,0.004022197,0.001681656,0.0002303944,0.1418592],"category_scores_gemma":[0.0003889413,0.0004556044,0.0002940073,0.0002101079,0.0007402957,0.0003995352,0.00137554,0.000818727,0.02887634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000403607,"about_ca_system_score_gemma":0.00002117345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000119802,"about_ca_topic_score_gemma":0.000001469332,"domain_scores_codex":[0.9969351,0.000505669,0.0006218973,0.0008046611,0.0005751593,0.0005575076],"domain_scores_gemma":[0.9977128,0.00009911275,0.0002565389,0.0007240843,0.0009539805,0.0002535167],"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":[0.00005649612,0.0001663575,2.730181e-7,0.0004448257,0.0001914343,0.00003554911,0.00455576,0.000004660683,0.00002308113,0.2799052,0.6852372,0.02937909],"study_design_scores_gemma":[0.0002892955,0.0002913003,0.000009995902,0.0003532591,0.0001715684,0.00002609009,0.0004224816,0.00003898024,0.00001184033,0.001637627,0.9962623,0.0004853375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001392538,0.001568732,0.0001321274,0.0008344357,0.000600843,0.0004033683,0.001996436,0.0008898663,0.993435],"genre_scores_gemma":[0.009600393,0.0007414706,0.0000302877,0.000443311,0.001939659,5.959508e-8,0.01018774,0.001849395,0.9752077],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.311025,"threshold_uncertainty_score":0.9997896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04019396697962165,"score_gpt":0.234368186433382,"score_spread":0.1941742194537603,"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."}}