{"id":"W6968963744","doi":"10.5281/zenodo.7641214","title":"Online appendix","year":2024,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; University of Waterloo","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Triacetin; Emperipolesis; Durvalumab","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":[0.002885945,0.0007853138,0.00119512,0.003943537,0.001402993,0.002362634,0.001779631,0.001693507,0.9069418],"category_scores_gemma":[0.06779458,0.0006581505,0.0007127696,0.004521644,0.000503581,0.00275493,0.001900765,0.001841328,0.6245868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00278851,"about_ca_system_score_gemma":0.004328254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008726818,"about_ca_topic_score_gemma":0.008637451,"domain_scores_codex":[0.9977755,0.0005140902,0.000384937,0.0003169684,0.0008460732,0.0001624403],"domain_scores_gemma":[0.9483612,0.02477698,0.001539505,0.002856728,0.02105251,0.001413139],"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":[0.00002298352,0.00002024766,0.0001049047,0.0002237125,0.000001698722,0.00001919357,0.00002245799,0.00003166377,0.00001852779,0.0005673989,0.9861849,0.01278234],"study_design_scores_gemma":[0.00008094343,0.00002504635,0.001577873,0.0005819444,0.000006523651,0.0001423792,0.0001617181,0.00009173439,0.00007841289,0.003982107,0.9932505,0.00002083992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0009478009,0.0007994897,0.007192001,0.007526195,0.005803936,0.002245961,0.7511031,0.004375272,0.2200062],"genre_scores_gemma":[0.008830942,0.002352973,0.02031322,0.01627112,0.002625812,0.007931103,0.4616058,0.004609371,0.4754596],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09305823,"threshold_uncertainty_score":0.1327362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04864263702494509,"score_gpt":0.3300521022923483,"score_spread":0.2814094652674032,"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."}}