{"id":"W6947681711","doi":"10.4224/crm.2017.lwtx1.20101027","title":"LWTX1: Certified Calibration Solution for Lyngbya wollei Toxin 1","year":2017,"lang":"en","type":"other","venue":"NRC Digital Repository","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Calibration; Ampoule; Aqueous solution; Acetic acid; Certified reference materials; Analytical Chemistry (journal)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005592401,0.0002305028,0.0002041771,0.00003673029,0.0002188254,0.0003383007,0.0003039365,0.0003010703,0.008171278],"category_scores_gemma":[0.000119818,0.0002235869,0.0001550429,0.00004053892,0.0001959241,0.0003140667,0.000141986,0.00008104918,0.00064181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007813406,"about_ca_system_score_gemma":0.00002541416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003306325,"about_ca_topic_score_gemma":0.0005386507,"domain_scores_codex":[0.9986738,0.00001175856,0.0001825179,0.0004227637,0.0004254213,0.0002837561],"domain_scores_gemma":[0.9990775,0.00002110163,0.000287587,0.0004842867,0.00001348745,0.0001160618],"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":[0.00001961667,0.00005787205,0.0002798264,0.00001960856,0.00001551397,0.000004778807,0.00001373373,4.062004e-7,0.001369373,0.00009573811,0.9893367,0.008786856],"study_design_scores_gemma":[0.0002591472,0.0000483152,0.0007668092,0.00006164543,0.00001878295,0.000009188675,0.00003181674,0.00008329963,0.0009060399,0.00004012632,0.9974996,0.0002752032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001704641,0.0001380573,0.0008323478,0.00008936603,0.001165409,0.0004608673,0.0004034088,0.0002116752,0.9965284],"genre_scores_gemma":[0.01745081,0.00002198285,0.0000373769,0.00006985838,0.0003475983,0.0001045866,0.0005035692,0.0001446576,0.9813195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01728035,"threshold_uncertainty_score":0.9927354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834795414916002,"score_gpt":0.2451637682724915,"score_spread":0.2168158141233315,"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."}}