{"id":"W6912734264","doi":"10.5683/sp/nqi73j","title":"RDM Survey Results","year":2017,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"RDM; Set (abstract data type); Data set; Data management; Data collection; Health data","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00382239,0.001538016,0.001425585,0.005674563,0.001062525,0.002518304,0.002774275,0.001859644,0.037714],"category_scores_gemma":[0.0222565,0.0006833536,0.001148799,0.009443048,0.0005361087,0.00106378,0.002278254,0.001638988,0.0496792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004986337,"about_ca_system_score_gemma":0.007891212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1624522,"about_ca_topic_score_gemma":0.287614,"domain_scores_codex":[0.9927393,0.001170735,0.0008494494,0.001096291,0.003013364,0.001130895],"domain_scores_gemma":[0.9852834,0.002601858,0.001257829,0.003014853,0.006922576,0.0009195238],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007889095,0.00004275362,0.006668208,0.0003120989,0.00003353044,0.00001691318,0.0000719117,0.0002127881,0.00007137869,0.000418611,0.9888833,0.003189665],"study_design_scores_gemma":[0.0001550725,0.00003265238,0.05226683,0.0004009075,0.00004868282,0.00007819711,0.0006393167,0.0006081184,0.0005672749,0.0005630256,0.9445832,0.00005674678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007329214,0.00003982746,0.00004725291,0.00008461439,0.00002297855,0.00003051741,0.9978023,0.0001443858,0.001095142],"genre_scores_gemma":[0.001585677,0.00003083334,0.0001684907,0.00005331833,0.000008923891,0.0001567383,0.9965777,0.00004441931,0.001373845],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9961776,"threshold_uncertainty_score":0.3230133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07487196982575572,"score_gpt":0.350568612581195,"score_spread":0.2756966427554393,"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."}}