{"id":"W7119627172","doi":"10.15139/s3/zacld8","title":"Data Management and Sharing Plan for: Drug Stability of Transdermal Buprenorphine Solution (TBS) following Transfer to Multi-dose Containers","year":2025,"lang":"","type":"dataset","venue":"UNC Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Data sharing; Plan (archaeology); Data management; Data governance; Transdermal; Data collection","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":[0.005061636,0.001816314,0.001214308,0.004439964,0.001296779,0.00293259,0.002974617,0.00286485,0.1064597],"category_scores_gemma":[0.02260911,0.001167468,0.001671312,0.006498713,0.0007136739,0.002861594,0.002813924,0.002626697,0.07330889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003718981,"about_ca_system_score_gemma":0.00764123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04287205,"about_ca_topic_score_gemma":0.04647562,"domain_scores_codex":[0.9969041,0.0004701545,0.0007340827,0.000550681,0.0009483706,0.0003926518],"domain_scores_gemma":[0.98302,0.003877401,0.00192912,0.004497862,0.005322412,0.001353233],"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":[0.0001327318,0.00002848397,0.0009532158,0.0005849228,0.00002348622,0.00001715015,0.00003063634,0.0003475383,0.0001511585,0.0009541084,0.9937703,0.003006187],"study_design_scores_gemma":[0.0005142241,0.0000388148,0.005360014,0.0006031399,0.00004063862,0.00004176796,0.0001353251,0.0009325889,0.001302666,0.002635971,0.9883145,0.00008034049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008234458,0.00001152274,0.000132625,0.0001536672,0.00002715602,0.00006947573,0.9980406,0.0005012976,0.0009812124],"genre_scores_gemma":[0.0006626897,0.00003278551,0.001151087,0.0001199741,0.0000101012,0.0003647504,0.9967397,0.0001820701,0.0007367967],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1064597,"threshold_uncertainty_score":0.3561433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06500596312528592,"score_gpt":0.3060754277588706,"score_spread":0.2410694646335847,"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."}}