{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.006024732,0.002219063,0.002869721,0.001782247,0.0007731857,0.0003782709,0.006795426,0.000651821,0.0005170415],"category_scores_gemma":[0.0006158845,0.002610886,0.0006453792,0.001394583,0.0005471121,0.00275122,0.005898328,0.001173558,0.0001848736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009573781,"about_ca_system_score_gemma":0.0005006024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003322067,"about_ca_topic_score_gemma":0.02989796,"domain_scores_codex":[0.9865038,0.0005032509,0.003287623,0.005830445,0.001675534,0.002199342],"domain_scores_gemma":[0.9865094,0.0006072861,0.0003550762,0.01127507,0.000279684,0.0009734602],"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":[0.01162213,0.003354394,0.0008814923,0.01773719,0.006640967,0.0003289029,0.002780974,0.0004475093,0.005551829,0.0002811802,0.9484239,0.001949569],"study_design_scores_gemma":[0.02753176,0.0003820724,0.0004557405,0.003391172,0.01215058,0.00001093781,0.004825955,0.02480931,0.0008819901,0.00002255729,0.9227604,0.002777511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01127833,0.0002290856,0.02640657,0.00008807639,0.001306848,0.01086533,0.9496423,0.0001488868,0.00003455736],"genre_scores_gemma":[0.02497926,0.0003676387,0.01009776,0.0001847817,0.0001250153,0.0003266635,0.9635796,0.0001990777,0.000140204],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02657589,"threshold_uncertainty_score":0.9990549,"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."}}