{"id":"W7127556866","doi":"","title":"Study of samples using laser spectroscopy, mass spectrometry and neutron activation analysis","year":2022,"lang":"","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Neutron activation analysis; Mass spectrometry; Analytical Chemistry (journal); Laser; Neutron","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":[],"consensus_categories":[],"category_scores_codex":[0.0005110783,0.0007825203,0.0006350953,0.001243059,0.001285817,0.0009506824,0.0007296775,0.00102044,0.003839579],"category_scores_gemma":[0.001030708,0.0002929519,0.0004224753,0.001241001,0.001026095,0.0007160375,0.0003921521,0.001048289,0.0008340252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004767735,"about_ca_system_score_gemma":0.000490317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119624,"about_ca_topic_score_gemma":0.003364592,"domain_scores_codex":[0.9994036,0.00005218997,0.00003874127,0.0001706385,0.0002470683,0.0000877702],"domain_scores_gemma":[0.9995168,0.00008517434,0.00006136832,0.00006775566,0.0002423112,0.00002652697],"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":[0.0002778852,0.00004496742,0.001936026,0.0001240807,0.00002634257,0.0002119007,0.0002315315,0.0001137501,0.9924524,0.0002806361,0.0001815588,0.004118754],"study_design_scores_gemma":[0.00002147867,0.0003250661,0.01093147,0.00004796235,0.00008462149,0.0004992085,0.0004335058,0.001205711,0.9763907,0.0003172705,0.009722848,0.00002011538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490049,0.00269677,0.03430244,0.0004892715,0.0002566372,0.0003331668,0.002670862,0.000634908,0.009611015],"genre_scores_gemma":[0.9537298,0.00211921,0.03405729,0.0004519393,0.00007439173,0.0003955202,0.001573824,0.000492792,0.007105252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003839579,"threshold_uncertainty_score":0.01284468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1019622973179774,"score_gpt":0.3292848171904507,"score_spread":0.2273225198724733,"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."}}