{"id":"W7110974597","doi":"10.5281/zenodo.17304371","title":"TRE Community Conference September 2025","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parkinson Canada","funders":"","keywords":"Happening; Breakout; Work (physics); Information technology; Interoperability","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":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008298121,0.001127649,0.0007387876,0.001853176,0.003603071,0.008834727,0.002616847,0.00639438,0.5032098],"category_scores_gemma":[0.009316441,0.0003789002,0.001415674,0.001292613,0.000886105,0.004307757,0.005561363,0.004323029,0.3687355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003315037,"about_ca_system_score_gemma":0.008223453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01299963,"about_ca_topic_score_gemma":0.03047613,"domain_scores_codex":[0.9945628,0.0007337198,0.0001881543,0.0004977819,0.002919336,0.001098277],"domain_scores_gemma":[0.9903577,0.0005760557,0.0003396868,0.0005989738,0.004626567,0.003501039],"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":[0.00004957092,0.00003155731,0.00006027263,0.00004193986,0.000002894698,0.00005353351,0.00002458867,0.00002579802,0.0001152463,0.001292295,0.9896687,0.00863364],"study_design_scores_gemma":[0.000009459784,0.00001348383,0.0001801749,0.0000387674,0.000001158555,0.00002369799,0.00005321512,0.00002897611,0.00005918973,0.0002779549,0.9993094,0.000004565157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002708713,0.006843225,0.004167743,0.09080917,0.09786632,0.0006845444,0.01291292,0.004252345,0.7797551],"genre_scores_gemma":[0.004840852,0.0009012922,0.00107998,0.008416697,0.006108303,0.0001624383,0.00633178,0.0008253545,0.9713334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9973832,"threshold_uncertainty_score":0.7086109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244461694309569,"score_gpt":0.3318214100986003,"score_spread":0.2073752406676434,"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."}}