{"id":"W7010674060","doi":"","title":"Jentry Campbell '15, Dartmouth College","year":2023,"lang":"en","type":"article","venue":"Hollins Digital Commons (Hollins University)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Columbia university; Information center; Research center","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001764621,0.0006875287,0.000534859,0.001682927,0.006404255,0.008515131,0.001313583,0.001727889,0.5299318],"category_scores_gemma":[0.004939965,0.0006845444,0.0003168269,0.002394289,0.001308762,0.004991843,0.0042817,0.002369014,0.2518324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004263266,"about_ca_system_score_gemma":0.01113328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03075363,"about_ca_topic_score_gemma":0.1050742,"domain_scores_codex":[0.998102,0.00020035,0.0001082517,0.0005586862,0.000847535,0.0001831888],"domain_scores_gemma":[0.9965369,0.0003208223,0.0001204226,0.0003354588,0.001238233,0.001448249],"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":[0.00001337779,0.00002220568,0.0002808877,0.00005286131,0.000001029079,0.0001122932,0.0005639021,0.00001786011,0.0002072189,0.004590459,0.9226267,0.07151114],"study_design_scores_gemma":[9.573273e-7,0.000003771822,0.0001597107,0.0000224831,4.535933e-7,0.00003593903,0.0002740563,0.00000881244,0.00003755056,0.0003090703,0.9991449,0.00000231218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002396431,0.007528887,0.003579297,0.04492797,0.007074361,0.0001824864,0.002595654,0.002528237,0.9291866],"genre_scores_gemma":[0.001933275,0.001344919,0.0008637008,0.001863458,0.0001537234,0.00003380677,0.0003193174,0.0002644118,0.9932234],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5299318,"threshold_uncertainty_score":0.6704953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06564209163389295,"score_gpt":0.270602470968106,"score_spread":0.2049603793342131,"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."}}