{"id":"W6893649541","doi":"10.5281/zenodo.3666662","title":"RDM- 063 DuraCloud North","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Software; Work (physics); Identification (biology); Context (archaeology); Focus (optics)","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":[],"consensus_categories":[],"category_scores_codex":[0.005535026,0.001868645,0.001040522,0.004590529,0.001050017,0.005154278,0.002872202,0.002161105,0.1967392],"category_scores_gemma":[0.008524484,0.0008944836,0.0009577716,0.003830605,0.0004402123,0.003180261,0.002758056,0.002143987,0.2373225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020746,"about_ca_system_score_gemma":0.004284217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357548,"about_ca_topic_score_gemma":0.01558741,"domain_scores_codex":[0.9967212,0.0004225715,0.0002146894,0.0004161344,0.0019536,0.0002717771],"domain_scores_gemma":[0.9892567,0.001011832,0.0004895195,0.001753467,0.006304255,0.001184201],"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":[0.0001627882,0.00006210629,0.0002492177,0.0001592664,0.000009441027,0.00007580109,0.00004107865,0.0002106108,0.0008866805,0.002740473,0.9144527,0.08094977],"study_design_scores_gemma":[0.00002501693,0.00002302892,0.0004173308,0.00005275754,0.000006319145,0.00007544142,0.00001010342,0.0001649421,0.0005431385,0.0003911295,0.9982821,0.000008778301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007505648,0.02439493,0.07243156,0.02247266,0.03641041,0.0008805871,0.1173182,0.1093661,0.60922],"genre_scores_gemma":[0.00910391,0.006417247,0.0494029,0.002777312,0.003394421,0.0006208292,0.1394394,0.01893359,0.7699105],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1967392,"threshold_uncertainty_score":0.6581581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04454201586789142,"score_gpt":0.2258618130493894,"score_spread":0.181319797181498,"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."}}