{"id":"W6910679941","doi":"10.48580/dft7","title":"Catalogue of Life Checklist","year":2023,"lang":"en","type":"dataset","venue":"Repository of Digital Objects for Teaching Research and Culture (University of Valencia)","topic":"","field":"","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of British Columbia; Agriculture and Agri-Food Canada","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Durvalumab; Emperipolesis; Diafiltration; Triacetin","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001382401,0.0003862204,0.001067982,0.0008622918,0.0007890109,0.00008556811,0.001284528,0.0005883044,0.000002927675],"category_scores_gemma":[0.001933123,0.0004241082,0.0004652009,0.0005830825,0.002021056,0.0007396189,0.0007687164,0.001315401,0.00005581241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939601,"about_ca_system_score_gemma":0.0006665083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003619454,"about_ca_topic_score_gemma":0.0009537218,"domain_scores_codex":[0.9962449,0.0002415451,0.0004741991,0.0007632159,0.001632043,0.0006441072],"domain_scores_gemma":[0.9961819,0.0005965175,0.0008312204,0.000843009,0.001122262,0.0004250802],"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":[0.0005772525,0.0005608591,0.0001683343,0.004555904,0.0004986902,0.00006518559,0.002405206,0.000003137223,0.003756092,0.00004401422,0.9872121,0.0001532823],"study_design_scores_gemma":[0.004832392,0.007678048,0.002838298,0.004929658,0.0008614307,0.0001152967,0.05736672,0.00005422108,0.002349085,0.001288242,0.91587,0.001816599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.04291572,0.000700942,0.000007431454,0.00002856066,0.0001409684,0.0007731887,0.9541098,0.00006749011,0.001255906],"genre_scores_gemma":[0.1207779,0.0001866278,0.0001669219,0.000001925955,0.0001853108,0.000002754566,0.8705496,0.00007854003,0.008050391],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08356019,"threshold_uncertainty_score":0.9998211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04267464413009028,"score_gpt":0.3011313001702341,"score_spread":0.2584566560401438,"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."}}