{"id":"W4245728566","doi":"10.2310/6620.2011.10091","title":"Shellac","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Shellac; Traditional medicine; Organic chemistry; Chemistry","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":[0.00001839027,0.00004121671,0.00007378576,0.00002407555,0.00002850689,0.000001221474,0.00002141129,0.0000296307,0.003250145],"category_scores_gemma":[0.000004048263,0.00003434882,0.00002857931,0.00002957414,0.00002409585,0.00002860153,0.00000941723,0.00004341892,0.00123048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001505296,"about_ca_system_score_gemma":0.00001403739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002291428,"about_ca_topic_score_gemma":0.000003638602,"domain_scores_codex":[0.9997517,0.000009934651,0.00005766663,0.00005574312,0.00004095219,0.00008397589],"domain_scores_gemma":[0.9998313,0.0000065377,0.00001138586,0.00007742327,0.00001330467,0.00006006935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004221809,0.001076497,0.5264109,0.0001171117,0.000366404,0.00275854,0.004625038,2.245918e-7,0.001361664,0.002842345,0.4383016,0.0220975],"study_design_scores_gemma":[0.0008730728,0.00008996613,0.8910679,0.00001353167,0.00008932185,0.0002961306,0.00002422923,0.00002103689,0.04610051,0.0004616728,0.06091107,0.00005160536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7125382,0.0002348237,0.000149716,0.001509198,0.000153941,0.0001241581,0.000003210952,0.00007902548,0.2852077],"genre_scores_gemma":[0.9889362,0.00006007747,0.001115705,0.0081511,0.00003101434,0.000008956218,0.000006695884,0.000003994142,0.001686227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3773905,"threshold_uncertainty_score":0.9995472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03706974484718438,"score_gpt":0.2767057648310129,"score_spread":0.2396360199838285,"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."}}