{"id":"W6948050617","doi":"10.4224/crm.2014.aza1-b.20131120","title":"AZA1-b: Certified Calibration Solution for Azaspiracid-1","year":2014,"lang":"en","type":"other","venue":"NRC Digital Repository","topic":"Environmental Monitoring and Data Management","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Calibration; Sample (material); Certified reference materials; 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":[],"consensus_categories":[],"category_scores_codex":[0.00007290229,0.0001945645,0.000165448,0.00008262995,0.00009441617,0.000251462,0.0001885458,0.0001642539,0.0002410831],"category_scores_gemma":[0.0000301338,0.0001776648,0.00008325141,0.00003604907,0.00005741035,0.0002684895,0.00002113705,0.00007283325,0.0003320456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002049104,"about_ca_system_score_gemma":0.00001749433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007381281,"about_ca_topic_score_gemma":0.0002190012,"domain_scores_codex":[0.9988515,0.00001766376,0.0001941434,0.0003747115,0.0003434739,0.0002185129],"domain_scores_gemma":[0.9993833,0.00003658707,0.0001590828,0.0003205665,0.000007384727,0.00009306592],"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":[0.00003397648,0.00003564365,0.02242601,0.0001736358,0.00006137507,0.000007072591,0.00001030716,0.00009383194,0.0000383531,0.00003458749,0.8006769,0.1764083],"study_design_scores_gemma":[0.0001604297,0.0001415436,0.008512407,0.00007609261,0.00003063402,0.000003565931,0.000008397905,0.00184699,0.00009631387,0.00006072548,0.9887915,0.0002713597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001379021,0.0004397465,0.007145941,0.00003067739,0.002544909,0.0004124755,0.0003685681,0.0002371652,0.9886826],"genre_scores_gemma":[0.129139,0.0000191809,0.0005534707,0.00007838941,0.001598271,0.00001245953,0.001744484,0.0000747681,0.8667799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1881146,"threshold_uncertainty_score":0.7244961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136884126009912,"score_gpt":0.1969838389044747,"score_spread":0.1832954263034835,"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."}}