{"id":"W6891585939","doi":"10.4224/crm.2023.vorm-1","title":"VORM-1: Mealworm powder Certified Reference Material","year":2023,"lang":"en","type":"other","venue":"NRC Digital Repository","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Mealworm; Certified reference materials; National standard; Certification; Trace element; Bottle","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001501765,0.0008153058,0.000753682,0.0005180376,0.00009549328,0.001036005,0.0008190692,0.000910224,0.0009818906],"category_scores_gemma":[0.0002450989,0.0007807875,0.0002437919,0.0003619458,0.0002534353,0.0004689775,0.0003843871,0.0004418882,0.04114287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006928922,"about_ca_system_score_gemma":0.0003315037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105694,"about_ca_topic_score_gemma":0.0004630956,"domain_scores_codex":[0.9956564,0.00006254888,0.0006757687,0.001126073,0.001663894,0.0008153432],"domain_scores_gemma":[0.997398,0.00006453942,0.0006007932,0.001436393,0.0001793784,0.00032095],"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":[0.0001273383,0.0001025742,0.0001416236,0.00008454909,0.0002379721,0.0004326799,0.00003453932,3.738166e-7,0.002242569,0.0001833623,0.9931707,0.003241662],"study_design_scores_gemma":[0.0003180701,0.00007255636,0.0004229829,0.0005139622,0.00007501409,0.0001137901,0.00002452217,0.000001237643,0.002087025,0.0001270594,0.9953256,0.0009181953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006207424,0.0001448209,0.000001068594,0.00001065653,0.006101061,0.0004970052,0.001632554,0.006780873,0.9842112],"genre_scores_gemma":[0.0272979,0.00001255978,0.00002632319,0.00002438583,0.002252965,0.0001066539,0.000298377,0.006688943,0.9632919],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04016098,"threshold_uncertainty_score":0.9999313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655332200818401,"score_gpt":0.2457236588058716,"score_spread":0.2191703367976875,"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."}}