{"id":"W6968294414","doi":"10.5281/zenodo.3541317","title":"NPA_ref7685","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Traditional Chinese Medicine Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Set (abstract data type); Identification (biology)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001061522,0.001863315,0.003229122,0.01098087,0.004111081,0.009358074,0.004298325,0.00443467,0.9292369],"category_scores_gemma":[0.007719223,0.001414199,0.002216575,0.01477721,0.001285108,0.00811071,0.003676713,0.00234615,0.8380687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003923474,"about_ca_system_score_gemma":0.007246809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01385813,"about_ca_topic_score_gemma":0.01127293,"domain_scores_codex":[0.998215,0.0001058656,0.0002718799,0.0002645719,0.0009238905,0.0002187737],"domain_scores_gemma":[0.9949428,0.0006773124,0.0002436454,0.0004276647,0.003110357,0.0005982114],"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":[0.00005608806,0.00003222206,0.00008848328,0.002049817,0.00001491881,0.0001068879,0.00002693181,0.00004033115,0.0003424485,0.001878733,0.9744884,0.02087469],"study_design_scores_gemma":[0.00004974614,0.00001782782,0.0007226854,0.0006191893,0.00001485966,0.0001223614,0.00003644785,0.00003228805,0.0002154084,0.000928115,0.9972242,0.00001694612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005070469,0.006540835,0.00116894,0.004972955,0.04561253,0.0008650039,0.2371314,0.003039183,0.7001621],"genre_scores_gemma":[0.0053541,0.009713296,0.002733325,0.003548288,0.007967036,0.0008789,0.2575657,0.002419135,0.7098201],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07076311,"threshold_uncertainty_score":0.1009349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274851712130546,"score_gpt":0.252929183173619,"score_spread":0.2254440119605644,"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."}}