{"id":"W3173162457","doi":"","title":"Ethical question of the month — May 2003","year":2003,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Environmental Science and Water Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Castration; Testosterone (patch); Period (music); Natural (archaeology); Psychology; Medicine; History; Art; Endocrinology; Archaeology; Aesthetics","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":[],"category_scores_codex":[0.000722047,0.0001262528,0.00009598921,0.00001191082,0.0001097631,0.00002265527,0.0004034471,0.00005972447,0.001069428],"category_scores_gemma":[0.0001682133,0.00008251369,0.00004557106,0.0005129335,0.0003589111,0.0001305396,0.000210005,0.000229029,0.0003322545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001517421,"about_ca_system_score_gemma":0.000008444454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000101187,"about_ca_topic_score_gemma":0.0000290939,"domain_scores_codex":[0.9980742,0.00030668,0.0002069715,0.0003088104,0.0005200914,0.0005832611],"domain_scores_gemma":[0.9993538,0.00001172346,0.00008356725,0.0003820859,0.000004497982,0.0001643048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001460994,0.000232334,0.9591165,0.00001048812,0.00001245804,0.00001248973,0.001548065,0.002031212,0.004666133,0.00595758,0.015806,0.01059218],"study_design_scores_gemma":[0.0001639263,0.00002039661,0.7378854,0.000007374656,0.00001160547,0.000002884488,0.00003169556,0.00002447505,0.01420137,0.0002244571,0.2473148,0.0001116213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8916736,0.00004628639,0.0002360256,0.002079592,0.0006402195,0.00059489,0.000003654139,0.00003013334,0.1046957],"genre_scores_gemma":[0.9915795,0.00008852065,0.0004211203,0.0009186096,0.00001833726,0.00002058669,0.000001100018,0.00001199881,0.006940182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2315088,"threshold_uncertainty_score":0.9998437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009845417321105061,"score_gpt":0.1995928313134744,"score_spread":0.1897474139923693,"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."}}