{"id":"W4244111681","doi":"10.1515/iupac.85.0699","title":"Reflectron","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; National Research Council Canada","funders":"","keywords":"Chemical nomenclature; Terminology; Mass spectrometry; Chemistry; Analytical Chemistry (journal); Chromatography; Organic chemistry","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":[0.001937808,0.00175605,0.001726187,0.004842121,0.001199066,0.004920927,0.002993223,0.001735087,0.1725366],"category_scores_gemma":[0.01230239,0.0007338008,0.001762861,0.008936819,0.0004303981,0.00385725,0.002731459,0.002046431,0.3126255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002045031,"about_ca_system_score_gemma":0.003702394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01802465,"about_ca_topic_score_gemma":0.02794968,"domain_scores_codex":[0.9968904,0.0005705966,0.000463901,0.0008838745,0.0008591333,0.000332182],"domain_scores_gemma":[0.9948348,0.001053193,0.0005399419,0.001496291,0.001741776,0.0003340489],"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":[0.00008916392,0.00001371937,0.0006079715,0.0007292072,0.00002681229,0.00001360595,0.00002310792,0.0001282013,0.0001061126,0.001055514,0.9902981,0.006908563],"study_design_scores_gemma":[0.00005452266,0.000007404923,0.0009814951,0.00022225,0.00001351692,0.000022241,0.00003966915,0.0000920915,0.000165077,0.0009901401,0.9973985,0.00001303421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008021593,0.0001529201,0.0001741481,0.0001467057,0.00004725362,0.00001819756,0.995611,0.00091133,0.00285831],"genre_scores_gemma":[0.0002818077,0.0002275067,0.0004524109,0.0001457965,0.00001556845,0.00007165277,0.996138,0.00023102,0.002436216],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8274634,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347832232943043,"score_gpt":0.4112736271953653,"score_spread":0.3977953048659349,"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."}}