{"id":"W2153275038","doi":"","title":"IUPAC Standard Definitions of Terms Relating to Mass Spectrometry","year":2003,"lang":"en","type":"article","venue":"ePrints Soton (University of Southampton)","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemical nomenclature; Baton rouge; Library science; State (computer science); Kingdom; Political science; Chemistry; Law; Computer science; Geology; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002519859,0.0001511046,0.0003026731,0.000136718,0.0001636395,0.00001188379,0.0004081816,0.0001554636,0.01118665],"category_scores_gemma":[0.0003478866,0.0002027959,0.0001636547,0.0003403392,0.0001802019,0.00009548634,0.0001689329,0.000357351,0.00008129672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185277,"about_ca_system_score_gemma":0.0001287619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001070725,"about_ca_topic_score_gemma":0.00002110686,"domain_scores_codex":[0.9986347,0.00002966283,0.0001986131,0.0003400493,0.000454206,0.0003428015],"domain_scores_gemma":[0.9987993,0.00009336074,0.0001731028,0.0005700892,0.0001448646,0.0002193165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001541016,0.0001946391,0.1252316,0.0005115245,0.0002353019,0.00007789589,0.004243142,0.00009492358,0.8549729,0.01300535,0.0004867813,0.0007918734],"study_design_scores_gemma":[0.002302783,0.0001065932,0.004438389,0.0003550962,0.00008450405,0.00002515806,0.01747314,0.00006533649,0.9505225,0.01434319,0.009648357,0.0006349622],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7433161,0.000008592874,0.005098213,0.0001160342,0.00002134044,0.00007567697,0.0002812771,0.00004750622,0.2510352],"genre_scores_gemma":[0.9714833,0.00002079692,0.02335692,0.000006970758,0.00001533698,5.029564e-7,0.00001963259,0.00001777159,0.005078753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2459565,"threshold_uncertainty_score":0.9897172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754983760196036,"score_gpt":0.2448645099081463,"score_spread":0.217314672306186,"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."}}