{"id":"W4241356188","doi":"10.1016/j.aodf.2007.07.005","title":"Accomplishments of Alpha Omega in the Past 100 Years","year":2007,"lang":"en","type":"article","venue":"Alpha Omegan","topic":"Steroid Chemistry and Biochemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Omega; Alpha (finance); Political science; Philosophy; Linguistics; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.000382822,0.0001439993,0.0001320127,0.0000317056,0.00003057621,0.00001590565,0.0004699083,0.0001599855,0.00001742835],"category_scores_gemma":[0.00003717026,0.0001202817,0.00008641048,0.000184293,0.00008860082,0.000003878976,0.00009950673,0.000122287,0.000006984003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001168026,"about_ca_system_score_gemma":0.0000241594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001410867,"about_ca_topic_score_gemma":0.00001342468,"domain_scores_codex":[0.9989367,0.00002097589,0.0002763763,0.000274985,0.0001926836,0.000298295],"domain_scores_gemma":[0.9993263,0.00002525268,0.00009656557,0.0004587165,0.00003673738,0.00005636079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008833205,0.0001492684,0.02633726,0.00002880588,0.00003039186,0.00002030341,0.000107717,0.000001535606,0.9683111,0.000009453465,0.003057934,0.001857907],"study_design_scores_gemma":[0.0006526917,0.00008683947,0.07631866,0.00001691767,0.00001104632,0.00003685036,0.0003817151,0.000001013836,0.8980964,0.0000307901,0.02420546,0.0001615463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924287,0.0003391962,0.00003551934,0.0001038921,0.000072177,0.00009527971,0.00001293969,0.000006210189,0.006906064],"genre_scores_gemma":[0.9984441,0.00003160415,0.00009157472,0.0003672551,0.0003184929,0.000006971894,0.0001075893,0.00001341762,0.000618978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07021462,"threshold_uncertainty_score":0.4904947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01082440810322615,"score_gpt":0.2662097565082263,"score_spread":0.2553853484050002,"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."}}