{"id":"W2952966437","doi":"10.24908/iqurcp.7644","title":"Accelerated Aspirin Degradation in Pill Organizers","year":2017,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aspirin; Salicylic acid; Degradation (telecommunications); Pill; Chemistry; Chromatography; Nonsteroidal; Medicine; Pharmacology; Computer science","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":[0.002132883,0.0002502653,0.000446731,0.0003415633,0.0009239732,0.0008841925,0.0006053057,0.0001725973,0.0001590575],"category_scores_gemma":[0.003566939,0.0002134118,0.00005771174,0.0005400031,0.0008745192,0.001325245,0.0005202389,0.001344698,0.0002308312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003263903,"about_ca_system_score_gemma":0.0004259415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239459,"about_ca_topic_score_gemma":0.00008590127,"domain_scores_codex":[0.9968417,0.00007936477,0.0004149217,0.0006378314,0.001083317,0.0009428412],"domain_scores_gemma":[0.9970679,0.0002601449,0.0002092447,0.0003396457,0.00172086,0.0004021752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00390193,0.001560524,0.6083957,0.001642039,0.0005952351,0.0007846185,0.005922404,0.00000101124,0.08810672,0.1027145,0.03083966,0.1555357],"study_design_scores_gemma":[0.01724559,0.003355612,0.5352904,0.003597223,0.0002863078,0.0003073695,0.01626687,0.006690471,0.1092855,0.1232975,0.1821499,0.002227223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7967995,0.0001214004,0.0001021388,0.1594633,0.0002075651,0.0009823409,0.000003334469,0.0001104235,0.04220995],"genre_scores_gemma":[0.9951644,0.002315981,0.0003011434,0.0002966416,0.0002311759,0.00008377054,0.00001222087,0.00003607956,0.00155862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1983649,"threshold_uncertainty_score":0.870268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3707717741355737,"score_gpt":0.4957229893774212,"score_spread":0.1249512152418475,"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."}}