{"id":"W6987382505","doi":"","title":"STABILITY OF THE EPIPEN (R) FORMULATION (EPINEPHRINE) UNDER REAL WORLD TEMPERATURE CONDITIONS","year":2019,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Stability (learning theory); Work (physics); Control theory (sociology); Heat stability","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004051033,0.0001618935,0.0001094612,0.0001136422,0.0001557968,0.000515247,0.0001959955,0.000342213,0.00320753],"category_scores_gemma":[0.001426375,0.00006913963,0.00009284823,0.0001046589,0.0003061415,0.0003413253,0.0002493084,0.0003284812,0.0004145934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437773,"about_ca_system_score_gemma":0.0003287644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001841301,"about_ca_topic_score_gemma":0.0009991993,"domain_scores_codex":[0.9998227,0.00003469043,0.000007012656,0.00005434686,0.00005345777,0.00002779355],"domain_scores_gemma":[0.9995759,0.0001987767,0.00008141651,0.00002714537,0.00008859669,0.00002810745],"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":[0.003136967,0.0003208045,0.003279553,0.0003378719,0.00007700695,0.0005167603,0.0006355385,0.07194271,0.8389686,0.0125617,0.00422139,0.06400108],"study_design_scores_gemma":[0.00007220405,0.001836572,0.005781896,0.00008888316,0.00004488428,0.0002842283,0.0002034752,0.2216756,0.7581455,0.0008767578,0.01092303,0.00006699286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705232,0.00138458,0.01474081,0.0002874981,0.00008158855,0.00005182139,0.0004978747,0.0001328916,0.01229974],"genre_scores_gemma":[0.9831665,0.0005460923,0.008446827,0.00006600956,0.00001542537,0.00002046317,0.0002744752,0.00006181841,0.007402227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00320753,"threshold_uncertainty_score":0.01073027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06069100503971803,"score_gpt":0.3091889550445838,"score_spread":0.2484979500048657,"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."}}