{"id":"W7117412178","doi":"10.17613/8cfhs-j3g63","title":"Proyecto Sherezade Cuentos en español 1996 to 2025","year":2025,"lang":"","type":"article","venue":"Knowledge Commons (Lakehead University)","topic":"Latin American Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Government (linguistics); Context (archaeology); Theme (computing); Period (music)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003271871,0.000887298,0.001229486,0.003183629,0.001792457,0.0008498773,0.001597292,0.0003593906,0.005415589],"category_scores_gemma":[0.0001684227,0.000979224,0.0007773347,0.003707764,0.00077625,0.0006453579,0.001382244,0.001063526,0.001440599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096274,"about_ca_system_score_gemma":0.0008482729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009019594,"about_ca_topic_score_gemma":0.2546427,"domain_scores_codex":[0.9955486,0.0009678378,0.0007196814,0.001284271,0.0003597939,0.001119807],"domain_scores_gemma":[0.9960966,0.0007116352,0.0002449206,0.001599029,0.0007820998,0.0005657349],"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":[0.000374416,0.001476398,0.01391913,0.0004388381,0.001972012,0.0002494037,0.05352446,0.00003447874,0.0001618833,0.6965895,0.2004729,0.0307866],"study_design_scores_gemma":[0.001166863,0.0002782901,0.003894995,0.0008345746,0.001402898,0.000002453025,0.004938761,0.0001958347,0.0001221603,0.0002846133,0.9859313,0.0009472707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04371092,0.003145328,0.0008476001,0.005271346,0.001585588,0.001179554,0.0003218884,0.0002903501,0.9436474],"genre_scores_gemma":[0.5618443,0.000007783211,0.00005209337,0.00009434501,0.0004061224,0.00000673183,0.00004742533,0.00003960447,0.4375016],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7854584,"threshold_uncertainty_score":0.9995071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699746981730711,"score_gpt":0.2437483175424207,"score_spread":0.2267508477251136,"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."}}