{"id":"W6930058332","doi":"10.5281/zenodo.11703800","title":"Iso 11070 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Subpoena; Limiting; Work (physics); Interchangeability","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002429868,0.00257162,0.001300463,0.006758459,0.001754809,0.007933628,0.004407458,0.002987992,0.6189993],"category_scores_gemma":[0.007399329,0.001281731,0.001404838,0.005078931,0.001208387,0.006479586,0.00293606,0.002515671,0.6726902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264819,"about_ca_system_score_gemma":0.004076767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008044659,"about_ca_topic_score_gemma":0.007581986,"domain_scores_codex":[0.9953945,0.0002146659,0.0002535401,0.0002888692,0.003555886,0.0002925481],"domain_scores_gemma":[0.993,0.0003050103,0.0001811516,0.0006299488,0.005555259,0.0003286791],"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":[0.00009670434,0.00008035556,0.0001001196,0.0006327041,0.000006878287,0.0001007093,0.00007640698,0.0003669851,0.003396996,0.00707778,0.8249984,0.163066],"study_design_scores_gemma":[0.000007582017,0.00002203447,0.0001614389,0.00009293036,0.000004178117,0.00006522996,0.00003516558,0.0000669245,0.00112381,0.0007207001,0.9976898,0.00001021401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005251249,0.001366726,0.009144926,0.0006212402,0.002528189,0.0005204938,0.009814714,0.007051699,0.9684269],"genre_scores_gemma":[0.00343296,0.002127505,0.004935833,0.0006611948,0.0004556576,0.0002929502,0.01333436,0.00401864,0.9707408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3810007,"threshold_uncertainty_score":0.5434512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262887622731072,"score_gpt":0.2825530595577288,"score_spread":0.2499241833304181,"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."}}