{"id":"W6929338931","doi":"10.4224/crm.2013.gym-b.20120712","title":"GYM-b: Certified Calibration Solution for Gymnodimine","year":2013,"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; Trifluoroacetic acid; Certification; Methanol; Certified reference materials","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":[0.00008905138,0.0005330396,0.0004738922,0.0003564768,0.0001095667,0.000642602,0.0003273803,0.0006743118,0.0002543657],"category_scores_gemma":[0.0002507594,0.0005269696,0.0002897095,0.0001474206,0.0001498403,0.0007584346,0.00009255505,0.0001870883,0.002878627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004933049,"about_ca_system_score_gemma":0.0002239446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002967481,"about_ca_topic_score_gemma":0.00005655511,"domain_scores_codex":[0.9973999,0.00003649371,0.0005248339,0.000750985,0.0007804066,0.0005073357],"domain_scores_gemma":[0.9981302,0.00006769584,0.0006216401,0.0007686703,0.0002116123,0.0002001558],"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":[0.00005493121,0.0001333173,0.0000536858,0.0001417865,0.000122253,0.000006154966,0.00002037388,0.000002308543,0.007625298,0.00038486,0.984027,0.007427983],"study_design_scores_gemma":[0.0005487712,0.0001257741,0.00006001017,0.0002061553,0.0000918964,0.00002960039,0.00001032823,0.002044125,0.00266076,0.0001388168,0.9934312,0.000652599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006236513,0.0005870207,0.004382815,0.00003259555,0.002137611,0.001700881,0.0006156154,0.00154601,0.9889351],"genre_scores_gemma":[0.01101956,0.000003239582,0.0005075756,0.00003728191,0.00208621,0.0004645461,0.001106736,0.002061888,0.982713],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0109572,"threshold_uncertainty_score":0.9997182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995306511455705,"score_gpt":0.2332475647558272,"score_spread":0.2132944996412701,"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."}}