{"id":"W6966691530","doi":"10.4224/crm.2015.aza2-b.20131126","title":"AZA2-b: Certified Calibration Solution for Azaspiracid-2","year":2015,"lang":"en","type":"other","venue":"NRC Digital Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Calibration; Sample (material); Certified reference materials; Shellfish; Accuracy and precision","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001904405,0.0005386688,0.000497182,0.000370432,0.00009977436,0.000529111,0.0003529598,0.0007280775,0.00006708517],"category_scores_gemma":[0.0004277944,0.0005504079,0.0002456462,0.0002091137,0.0001572873,0.0007296536,0.0001034535,0.0002063021,0.001543608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000841151,"about_ca_system_score_gemma":0.0006552751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001700807,"about_ca_topic_score_gemma":0.0001860393,"domain_scores_codex":[0.9970499,0.00004822066,0.0005271577,0.0007763603,0.001088525,0.0005098645],"domain_scores_gemma":[0.9978572,0.00004527566,0.0006347883,0.0008063588,0.0003761776,0.0002802401],"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":[0.0001196791,0.0001339287,0.00004678556,0.000119937,0.0001175974,0.0000135172,0.00003968596,0.000004046934,0.003109751,0.0001259219,0.992009,0.004160094],"study_design_scores_gemma":[0.000622604,0.0001671471,0.00001407133,0.0002036598,0.00009847784,0.00003535036,0.00001557806,0.0006741661,0.00133226,0.00028853,0.9959144,0.0006337833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002634642,0.0009059821,0.002087025,0.00002092821,0.00238364,0.001273623,0.001359027,0.001724676,0.9902188],"genre_scores_gemma":[0.008239462,0.000001415727,0.0003542432,0.00003902693,0.002405734,0.000233298,0.001723336,0.002110058,0.9848934],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008213116,"threshold_uncertainty_score":0.9996948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03415779776926386,"score_gpt":0.2626316490979038,"score_spread":0.2284738513286399,"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."}}