{"id":"W6930903994","doi":"10.5281/zenodo.2556926","title":"DuraCloud","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Protein Structure and Dynamics","field":"Biochemistry, Genetics and Molecular Biology","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":[0.006890718,0.001668123,0.001271875,0.002399035,0.003173309,0.01000006,0.002173241,0.003163247,0.7094213],"category_scores_gemma":[0.01628131,0.0008675626,0.001053684,0.001904313,0.0006944209,0.005948615,0.006710954,0.003827222,0.5738021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002034437,"about_ca_system_score_gemma":0.003605017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00318714,"about_ca_topic_score_gemma":0.006105939,"domain_scores_codex":[0.9966992,0.0006273205,0.0001823088,0.0006211281,0.00148213,0.0003879806],"domain_scores_gemma":[0.9870043,0.001862588,0.0003787689,0.001318405,0.006229393,0.003206553],"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":[0.00008537366,0.00001048546,0.00004285805,0.00005550679,0.000002387774,0.00003386832,0.00005066377,0.00002566822,0.0003093405,0.0007994639,0.9825074,0.01607691],"study_design_scores_gemma":[0.00001091042,0.000008192818,0.00006999424,0.00002359436,0.000001943728,0.00002369283,0.00006755596,0.00006461049,0.0001976683,0.0006934752,0.9988306,0.000007790944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002749208,0.007907286,0.02624949,0.1324026,0.1551957,0.001060735,0.04877841,0.02623616,0.5994204],"genre_scores_gemma":[0.004471023,0.001301559,0.003129947,0.00647657,0.005655844,0.0003054177,0.009420318,0.005832056,0.9634073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7094213,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006557159703640157,"score_gpt":0.2204352842387503,"score_spread":0.2138781245351102,"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."}}