{"id":"W4404496007","doi":"10.29173/spectrum264","title":"The Siren's Song","year":2024,"lang":"en","type":"article","venue":"Spectrum","topic":"Historical and Archaeological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Siren (mythology); Aeronautics; Art; Engineering; Literature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00005297017,0.00005280933,0.00005158429,0.000009722202,0.0006714055,0.000110402,0.00008396951,0.000008528747,0.001364278],"category_scores_gemma":[0.00001235345,0.00002383741,0.00005369583,0.00002026877,0.0003168952,0.00003133695,0.00004827554,0.00009058091,0.000930202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002141329,"about_ca_system_score_gemma":0.000005215357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007064478,"about_ca_topic_score_gemma":0.001501469,"domain_scores_codex":[0.9995971,0.000009780956,0.00006377418,0.00009293442,0.00007363442,0.0001628128],"domain_scores_gemma":[0.9998003,0.0001103368,0.00000549485,0.00005709915,0.000004757273,0.00002196116],"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":[0.000002073066,0.000003740824,0.000009204955,0.000003759842,0.00001247062,0.00001104876,0.004341919,8.686796e-8,0.000001516434,0.9603319,0.02638418,0.008898095],"study_design_scores_gemma":[0.00001029068,0.00003877274,0.00003146297,0.000004263009,0.000003308574,4.916664e-7,0.0003806489,0.00002330297,0.000007515748,0.1706524,0.8288085,0.00003908075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007398235,0.01160899,0.00002792527,0.0514538,0.002739259,0.00006593699,0.000006442398,0.0003235843,0.9263758],"genre_scores_gemma":[0.881446,0.000175247,0.000003312173,0.0001242063,0.001205226,0.000008036407,5.356819e-7,0.000004473117,0.117033],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8740478,"threshold_uncertainty_score":0.9998477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210432507051342,"score_gpt":0.2046858581915585,"score_spread":0.1836426074864243,"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."}}