{"id":"W4250165593","doi":"10.1515/iupac.78.0346","title":"Guarantee","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Pesticide Residue Analysis and Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Glossary; Relation (database); Computer science; Chemical nomenclature; Management science; Data science; Engineering; Chemistry; Data mining","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001579919,0.001984189,0.00135646,0.005177659,0.001246898,0.003839776,0.003033269,0.002495551,0.2003987],"category_scores_gemma":[0.01300834,0.0007242558,0.001560208,0.007793394,0.0005017335,0.004202779,0.002816284,0.001996551,0.216963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002519626,"about_ca_system_score_gemma":0.003922304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02396599,"about_ca_topic_score_gemma":0.041622,"domain_scores_codex":[0.9974169,0.0003830774,0.0004666657,0.0008579008,0.0005857558,0.0002897013],"domain_scores_gemma":[0.9943686,0.001595393,0.0006210975,0.001476408,0.001583883,0.0003544887],"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":[0.00006526166,0.00001463124,0.0008455282,0.0008065733,0.00001991543,0.00002111194,0.00002704573,0.0001728671,0.00008975789,0.001298746,0.991905,0.004733537],"study_design_scores_gemma":[0.00007118851,0.000008223269,0.001357905,0.000393122,0.00001298473,0.00004629745,0.00006376793,0.0001661825,0.0001301705,0.001711033,0.9960228,0.00001636088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007089126,0.00009037217,0.0001141095,0.0001124196,0.00002583733,0.00001864764,0.9973779,0.0003434941,0.001846432],"genre_scores_gemma":[0.0002861482,0.0001042426,0.0003800069,0.0001492534,0.000008574018,0.00008817848,0.9977717,0.0001004901,0.001111403],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7996013,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151475470832449,"score_gpt":0.3536858361957889,"score_spread":0.338538289112544,"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."}}