{"id":"W6891611132","doi":"10.4224/crm.2017.neo-d.20170411","title":"NEO-d: Certified Calibration Solution for Neosaxitoxin","year":2017,"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; Aqueous solution; Ampoule; Hydrochloric acid; Certified reference materials; Certification","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001219711,0.0005304705,0.0004917681,0.0003035543,0.0002847087,0.001118313,0.0005752515,0.0007543106,0.00004954468],"category_scores_gemma":[0.000421948,0.000550173,0.0003374665,0.00006371913,0.000214415,0.0008395246,0.0001212252,0.0002144815,0.0008017926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004747103,"about_ca_system_score_gemma":0.0003960531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003660714,"about_ca_topic_score_gemma":0.0002717249,"domain_scores_codex":[0.9974834,0.00003686672,0.0003898205,0.0007978267,0.0007783679,0.0005137317],"domain_scores_gemma":[0.9973039,0.00005327137,0.0009826724,0.001301294,0.0001608723,0.0001979605],"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":[0.0001032737,0.00009307882,0.00006278191,0.0001216109,0.0001231639,0.00001947181,0.00002058117,0.000001480811,0.005495099,0.0001662863,0.9757599,0.01803331],"study_design_scores_gemma":[0.0005374338,0.0001002396,0.00005862295,0.0003771669,0.00009047461,0.00003710543,0.00000490703,0.0006454574,0.00237324,0.0001996949,0.9949526,0.0006231242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000022062,0.0006836276,0.003616194,0.00002727447,0.003244141,0.001232246,0.0008582105,0.001250812,0.9890654],"genre_scores_gemma":[0.009098081,0.000004695676,0.0004689891,0.0000219637,0.003255779,0.0002356964,0.0007876793,0.00179866,0.9843284],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01919268,"threshold_uncertainty_score":0.9999762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025768017643493,"score_gpt":0.2624994336867728,"score_spread":0.2367314160432797,"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."}}