{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0005179515,0.0003335467,0.0003268764,0.001729045,0.0006457694,0.002831301,0.005251783,0.0001217951,0.00002805075],"category_scores_gemma":[0.0002926902,0.0003700291,0.0002023532,0.007189194,0.0002203492,0.03164785,0.004068628,0.0004811021,0.001905224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845808,"about_ca_system_score_gemma":0.0002382929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005667191,"about_ca_topic_score_gemma":0.0001891592,"domain_scores_codex":[0.9967107,0.0001903505,0.0003031292,0.0009758991,0.0008880688,0.0009318369],"domain_scores_gemma":[0.9965083,0.0005626694,0.0001821292,0.002130289,0.0001692424,0.0004473857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008839642,0.0005654273,0.006028883,0.00006278294,0.0002404273,0.004868418,0.0003249061,0.0006899896,0.00005974659,0.942816,0.03948845,0.00476663],"study_design_scores_gemma":[0.001064264,0.0001619346,0.001974762,0.00002973324,0.00002505595,0.00001558946,0.000955209,0.005754065,0.00009612343,0.0008082337,0.988607,0.0005079705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1212387,0.00006865933,0.1171309,0.006446895,0.0007745284,0.001196428,0.001865766,0.002880108,0.7483981],"genre_scores_gemma":[0.8854471,0.0004481812,0.001482124,0.0001475524,0.00007947687,0.000003555231,0.0003194267,0.00003933542,0.1120333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9491186,"threshold_uncertainty_score":0.9998752,"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."}}