{"id":"W6907971429","doi":"10.25446/oxford.24073533","title":"The Sphakia Survey: A Brief Introduction","year":2024,"lang":"en","type":"other","venue":"University of Oxford","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dozen; Prehistory; Christian ministry; Turkish; Work (physics); Period (music); White (mutation)","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":[0.0004158546,0.0001723722,0.0002239632,0.0002451823,0.00008209059,0.00002196094,0.0004335043,0.0001846866,0.002500799],"category_scores_gemma":[0.00005372244,0.0001612484,0.0001192176,0.0003732973,0.0002691752,0.00004007979,0.0001701229,0.0002460108,0.003972731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127453,"about_ca_system_score_gemma":0.00008296531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004574537,"about_ca_topic_score_gemma":0.01877853,"domain_scores_codex":[0.9990216,0.0001352944,0.00007969331,0.0003251978,0.0002458955,0.0001923589],"domain_scores_gemma":[0.9991477,0.00003264199,0.0001944489,0.0005134195,0.00006422739,0.00004753982],"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":[0.00008063413,0.00001663495,0.000139451,0.0000503908,0.0002188441,0.00001303995,0.00008288173,9.143541e-7,0.000009949146,0.001249167,0.9966921,0.00144602],"study_design_scores_gemma":[0.000199374,0.00002603693,0.0007974096,0.00005764305,0.0001144131,0.000003361907,0.0002650796,0.00001164661,0.000003181988,0.00006619094,0.9983026,0.0001531009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001761028,0.002165625,0.0001644433,0.0005729857,0.001514701,0.0003499942,0.001216134,0.0005240822,0.9933159],"genre_scores_gemma":[0.0002767404,0.0003999526,0.0001875599,0.000003356412,0.0003988732,4.792559e-8,0.0001392288,0.0003921395,0.9982021],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01420399,"threshold_uncertainty_score":0.9991262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206208867973761,"score_gpt":0.2088392813967808,"score_spread":0.1967771927170432,"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."}}