{"id":"W2317351605","doi":"10.1021/cen-v080n023.p058","title":"ACS HONORS ALBERT SZENT-GYÖRGYI","year":2002,"lang":"en","type":"article","venue":"Chemical & Engineering News","topic":"Twentieth Century Scientific Developments","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; Engineering physics","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":[0.0000707639,0.0002529148,0.0002203676,0.00009903,0.0001028058,0.0002266014,0.0003518488,0.00008115256,0.006286507],"category_scores_gemma":[0.00009554593,0.0002423205,0.0001054931,0.00009357263,0.0000865994,0.0002273278,0.0001090839,0.0002391133,0.002465791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008575698,"about_ca_system_score_gemma":0.000007565849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004194695,"about_ca_topic_score_gemma":0.00001777465,"domain_scores_codex":[0.9984684,0.000006405442,0.0003166497,0.0003864834,0.0002983202,0.0005237252],"domain_scores_gemma":[0.9992959,0.00004743366,0.00005239293,0.0003522482,0.00004787043,0.0002040962],"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":[0.000006638392,0.0002052757,0.0003132428,0.0001098025,0.0001122347,0.00001297658,0.01496218,0.0001224092,0.04501006,0.003877792,0.9266378,0.008629628],"study_design_scores_gemma":[0.0002359116,0.000005066733,0.00005065859,0.00003580657,0.00001193588,0.000003943012,0.00007038312,0.0003869001,0.003749834,0.00003874557,0.9950813,0.0003294959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9060379,0.0008047835,0.0003945819,0.001262005,0.03038204,0.0004289375,0.00005085355,0.0009926817,0.05964619],"genre_scores_gemma":[0.7056547,0.00003997296,0.002034878,0.0003885311,0.001053481,0.00003853921,0.0001061339,0.00009057346,0.2905932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.230947,"threshold_uncertainty_score":0.9983109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102034369730595,"score_gpt":0.1889848327769751,"score_spread":0.1579644890796691,"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."}}