{"meta":{"query_hash":"445940b93474","filters":{"venue":"The Open Spectroscopy Journal"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/445940b93474","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Open+Spectroscopy+Journal"},"results":[{"id":"W2067739406","doi":"10.2174/1874383800903010031","title":"The Quest for a Fundamental Algorithm in X-Ray Fluorescence Analysis and Calibration","year":2009,"lang":"en","type":"article","venue":"The Open Spectroscopy Journal","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Calibration; Algorithm; Flexibility (engineering); Analyte; Sample (material); Intensity (physics); Matrix (chemical analysis); Mathematics; Computer science; Physics; Optics; Statistics; Chemistry; Thermodynamics","score_opus":0.008786187760824687,"score_gpt":0.30034928402030087,"score_spread":0.2915630962594762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067739406","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27152428,0.001437806,0.69817895,0.021630257,0.0004509445,0.002631731,0.00011122296,0.000039413855,0.0039953887],"genre_scores_gemma":[0.9785813,0.0001606357,0.020121036,0.00019803148,0.0005265081,0.000037172973,0.00002052898,0.000012780043,0.0003419929],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984348,0.0001491213,0.00042426854,0.00028416901,0.00023812255,0.0004695452],"domain_scores_gemma":[0.999139,0.00013458295,0.0002464035,0.00031593672,0.000052394367,0.00011166367],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011475945,0.00020060065,0.00033829195,0.00012758146,0.0012356176,0.0016116827,0.0008161898,0.000031197313,0.00015483158],"category_scores_gemma":[0.000010332484,0.00011571427,0.00020383068,0.00067539484,0.00013054204,0.0005577331,0.00007965109,0.00039344595,0.000003953682],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017683224,0.0015568219,0.32307717,0.000009364924,0.004577531,0.00003612934,0.0051936526,0.00155594,0.12534727,0.29789147,0.005917794,0.23306856],"study_design_scores_gemma":[0.006615604,0.0022893827,0.27707532,0.00017507529,0.0037331928,0.000047505513,0.010535844,0.3186179,0.08028363,0.29456082,0.0042940285,0.001771691],"about_ca_topic_score_codex":0.000372232,"about_ca_topic_score_gemma":0.00017965201,"teacher_disagreement_score":0.70705706,"about_ca_system_score_codex":0.00007312789,"about_ca_system_score_gemma":0.00009585755,"threshold_uncertainty_score":0.99942476},"labels":[],"label_agreement":null},{"id":"W2153552685","doi":"10.2174/1874383800903010043","title":"Temperature-Dependent Excited State Absorption in DNA and LNA Oligomers Supports an Emerging Model of Excited State Dynamics in DNA","year":2009,"lang":"en","type":"article","venue":"The Open Spectroscopy Journal","topic":"DNA and Nucleic Acid Chemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Excited state; Delocalized electron; Exciton; Excitation; Absorption (acoustics); Stacking; Chemistry; Femtosecond; Monomer; Ultrafast laser spectroscopy; Base pair; Molecular physics; DNA; Atomic physics; Materials science; Laser; Condensed matter physics; Physics; Polymer; Optics","score_opus":0.008224526191126036,"score_gpt":0.2765993442997383,"score_spread":0.2683748181086123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153552685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99800664,0.0001403525,0.00042617903,0.0003542881,0.000051308445,0.00020096474,0.000028200007,0.0000048132365,0.0007872542],"genre_scores_gemma":[0.99800307,0.0008094217,0.0004317837,0.00017539445,0.000049952538,0.0000033910542,0.000063868836,0.000024250325,0.00043887194],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985628,0.00008786151,0.00046539548,0.00030274346,0.00020070595,0.0003804515],"domain_scores_gemma":[0.9992594,0.000005302261,0.00024076809,0.00031024573,0.0000553318,0.00012891646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006372493,0.00021118688,0.00026565936,0.00010033176,0.00009169238,0.00013876417,0.00046521152,0.00010471335,0.000022825892],"category_scores_gemma":[0.000015712088,0.0001725388,0.000047345427,0.00015238824,0.00007363034,0.000045529578,0.00012333208,0.00038180742,5.013604e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047605095,0.000116327596,0.001549223,0.000008162416,0.000021394757,0.000025534173,0.00039436083,0.0025744063,0.99404156,0.000014580765,0.00009033167,0.0006880679],"study_design_scores_gemma":[0.0019455127,0.0004175759,0.005643536,0.00007922593,0.000018302908,0.00018544232,0.0007228895,0.019654002,0.9675457,0.0034220496,0.000033124485,0.00033262448],"about_ca_topic_score_codex":0.000056273417,"about_ca_topic_score_gemma":0.00026548537,"teacher_disagreement_score":0.026495846,"about_ca_system_score_codex":0.00010839025,"about_ca_system_score_gemma":0.00011668543,"threshold_uncertainty_score":0.7035928},"labels":[],"label_agreement":null},{"id":"W2153815498","doi":"10.2174/1874383800903010009","title":"Base Stacking Configuration is a Major Determinant of Excited State Dynamics in A.T DNA and LNA","year":2009,"lang":"en","type":"article","venue":"The Open Spectroscopy Journal","topic":"DNA and Nucleic Acid Chemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Excited state; Delocalized electron; Stacking; Relaxation (psychology); Chemistry; Excitation; Atomic physics; Molecular physics; Crystallography; Physics; Quantum mechanics","score_opus":0.0073514664751417845,"score_gpt":0.2739864580507631,"score_spread":0.2666349915756213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153815498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958519,0.00018698725,0.0009158079,0.0006601696,0.00003399875,0.00012342316,0.000013687372,0.0000015592083,0.0022125],"genre_scores_gemma":[0.99837095,0.00028412594,0.0005990213,0.00029952885,0.000058667494,0.0000014273678,0.000012548655,0.000009144235,0.00036459015],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992721,0.00004248066,0.00025296467,0.00014902948,0.000099032964,0.00018435494],"domain_scores_gemma":[0.9995162,0.0000070529027,0.00018068143,0.00019472801,0.00004359276,0.000057768615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003110791,0.000107987944,0.00014764535,0.000026254245,0.00008876281,0.00010565959,0.00030646226,0.000052747437,0.00004425688],"category_scores_gemma":[0.0000217215,0.00007938545,0.0000344954,0.000062651605,0.000059514445,0.000013430194,0.000074875636,0.00015360356,7.360979e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024683308,0.00003700556,0.0009027367,0.00000523592,0.000014179656,0.000013628954,0.0001535291,0.0000030363622,0.99590355,0.000029509049,0.00033679264,0.0023539672],"study_design_scores_gemma":[0.00084366417,0.00029581354,0.0028932714,0.000045662528,0.0000136278395,0.00017407726,0.00025282736,0.00066153065,0.9933947,0.0010299142,0.00028594758,0.00010897116],"about_ca_topic_score_codex":0.000019994051,"about_ca_topic_score_gemma":0.00004196132,"teacher_disagreement_score":0.0025190793,"about_ca_system_score_codex":0.000037242753,"about_ca_system_score_gemma":0.00006640265,"threshold_uncertainty_score":0.32372445},"labels":[],"label_agreement":null}]}