{"id":"W6893515939","doi":"10.5281/zenodo.2555345","title":"DuraCloud","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Council of Prairie and Pacific University Libraries","funders":"","keywords":"","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":[0.0102022,0.001797316,0.001194569,0.003592027,0.002979698,0.008777739,0.002498964,0.002549727,0.6458435],"category_scores_gemma":[0.03670213,0.0007851663,0.001234218,0.002221687,0.001097118,0.005727446,0.007521931,0.00379575,0.5084136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002170312,"about_ca_system_score_gemma":0.00473721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005721771,"about_ca_topic_score_gemma":0.01003503,"domain_scores_codex":[0.9948553,0.00135665,0.000265402,0.0007763276,0.00232567,0.0004206233],"domain_scores_gemma":[0.9810544,0.003937977,0.0005936635,0.00207841,0.009965859,0.002369728],"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":[0.00003419088,0.000005228422,0.00004597539,0.00005520753,0.000002751343,0.00001839769,0.00005327378,0.0000324674,0.00009792962,0.001234064,0.981868,0.01655257],"study_design_scores_gemma":[0.000008541351,0.000005464306,0.00007411819,0.00005149665,0.000002886096,0.00002422101,0.00007964084,0.00007991733,0.0001735956,0.001525812,0.9979632,0.00001122759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.001706672,0.006611675,0.05563729,0.1487459,0.1635685,0.001255711,0.08410324,0.03396754,0.5044035],"genre_scores_gemma":[0.009848442,0.002687429,0.01355098,0.01974534,0.01544446,0.001059487,0.02447122,0.01972233,0.8934702],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.6458435,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523287263347983,"score_gpt":0.2243936987613176,"score_spread":0.2091608261278377,"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."}}