{"meta":{"query_hash":"0abaf11fcb6d","filters":{"venue":"Optical Materials X"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/0abaf11fcb6d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Optical+Materials+X"},"results":[{"id":"W4390635926","doi":"10.1016/j.omx.2024.100290","title":"Gum Arabic-stabilized upconverting nanoparticles for printing applications","year":2024,"lang":"en","type":"article","venue":"Optical Materials X","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optech (Canada); University of Ottawa","funders":"","keywords":"Inkwell; Nanotechnology; Biocompatible material; Materials science; Nanoparticle; Luminescence; Thermal stability; Gum arabic; Arabic; Chemical engineering; Process engineering; Chemistry; Composite material; Engineering; Organic chemistry; Optoelectronics","score_opus":0.01899686060754395,"score_gpt":0.2825315230448383,"score_spread":0.26353466243729434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390635926","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":[0.9861741,0.00023211069,0.008392577,0.00094105257,0.001752308,0.0013214741,0.00009132448,0.00073528313,0.00035974177],"genre_scores_gemma":[0.9456745,0.0000135887785,0.05175629,0.00011274798,0.00062674517,0.0014837045,0.000016506749,0.00007035733,0.00024556104],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99758565,0.00006403478,0.0007635284,0.0006840066,0.00023041682,0.0006723363],"domain_scores_gemma":[0.9988734,0.00032998028,0.000096592936,0.00041836457,0.00014011517,0.00014151723],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010375805,0.0002625749,0.00041737687,0.00006289393,0.00022213551,0.0008976799,0.0003747333,0.00010741965,0.0012486104],"category_scores_gemma":[0.00056106306,0.00020868453,0.000083505445,0.00013426777,0.00021468515,0.00059643714,0.00021453314,0.00005413776,0.0011081743],"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":[0.00009426524,0.00004259506,0.0000043646037,0.00065072277,0.000008197034,0.0000031345485,0.000086584405,0.000014094523,0.9759721,0.021369006,0.00007767781,0.0016772405],"study_design_scores_gemma":[0.00025546402,0.00006238068,0.000019150193,0.00015913646,0.00003890125,0.000012920955,0.000064764696,0.00004248899,0.98388183,0.005902166,0.009267889,0.0002928834],"about_ca_topic_score_codex":0.0000103001485,"about_ca_topic_score_gemma":0.0000012549399,"teacher_disagreement_score":0.043363713,"about_ca_system_score_codex":0.00007871929,"about_ca_system_score_gemma":0.00007277182,"threshold_uncertainty_score":0.99966955},"labels":[],"label_agreement":null},{"id":"W4396668967","doi":"10.1016/j.omx.2024.100321","title":"ZnSe:(Cr,Fe) laser crystal matrices: Challenges related to doping","year":2024,"lang":"en","type":"article","venue":"Optical Materials X","topic":"Solid State Laser Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council Canada; Grantová Agentura České Republiky; Deutsche Forschungsgemeinschaft","keywords":"Dopant; Spinel; Doping; Materials science; Laser; Absorption spectroscopy; Chromium; Quenching (fluorescence); Crystal (programming language); Absorption (acoustics); Analytical Chemistry (journal); Solid solution; Optoelectronics; Chemistry; Optics; Metallurgy","score_opus":0.015228719662236753,"score_gpt":0.2434502007223842,"score_spread":0.22822148106014745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396668967","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":[0.97994566,0.0024245982,0.00035103248,0.0016348268,0.0018894213,0.00026854404,0.000056349632,0.004996647,0.008432907],"genre_scores_gemma":[0.99549055,0.00090318575,0.0031376109,0.000028727505,0.00010938722,0.00006787106,0.000009808409,0.00008814397,0.00016472413],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998716,0.000019873527,0.00033900715,0.00031340215,0.00016209597,0.0004496473],"domain_scores_gemma":[0.99942815,0.00012694548,0.000010460334,0.0003140977,0.000019866135,0.00010046445],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017108255,0.0002332385,0.0002880348,0.00017708693,0.00003380073,0.0002447595,0.00023464682,0.00022173065,0.0003764659],"category_scores_gemma":[0.00009229205,0.00021045157,0.00004624517,0.0002530922,0.000042463802,0.00016848599,0.00013009954,0.00015292184,0.0016081677],"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":[0.000033835706,0.000030583375,0.0000028682368,0.0015066375,0.0002136374,0.0005008179,0.00073242857,0.004367212,0.9264644,0.05417716,0.003787603,0.00818285],"study_design_scores_gemma":[0.00028471294,0.00015200046,0.00023656336,0.000735833,0.00007746935,0.000066395536,0.00046033476,0.0025953671,0.9560675,0.010198874,0.02829948,0.00082548487],"about_ca_topic_score_codex":0.0000039834463,"about_ca_topic_score_gemma":0.0000022661243,"teacher_disagreement_score":0.04397829,"about_ca_system_score_codex":0.00006964246,"about_ca_system_score_gemma":0.000009700706,"threshold_uncertainty_score":0.9991692},"labels":[],"label_agreement":null}]}