{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"0abaf11fcb6d","filters":{"venue":"Optical Materials X"}},"results":[{"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"K. V. Lamonova","is_ca":false},{"name":"S. M. Orel","is_ca":false},{"name":"A. Prokhorov","is_ca":false},{"name":"Nazar O. Kovalenko","is_ca":false},{"name":"M. Schmidbauer","is_ca":false},{"name":"Albert Kwasniewski","is_ca":false},{"name":"Yu.M. Kazarinov","is_ca":false},{"name":"Jens W. Tomm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01522871966223675,"gpt":0.2434502007223842,"spread":0.2282214810601474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001710825,0.0002332385,0.0002880348,0.0001770869,0.00003380073,0.0002447595,0.0002346468,0.0002217306,0.0003764659],"category_scores_gemma":[0.00009229205,0.0002104516,0.00004624517,0.0002530922,0.0000424638,0.000168486,0.0001300995,0.0001529218,0.001608168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006964246,"about_ca_system_score_gemma":0.000009700706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003983446,"about_ca_topic_score_gemma":0.000002266124,"domain_scores_codex":[0.998716,0.00001987353,0.0003390072,0.0003134022,0.000162096,0.0004496473],"domain_scores_gemma":[0.9994282,0.0001269455,0.00001046033,0.0003140977,0.00001986613,0.0001004645],"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":[0.00003383571,0.00003058337,0.000002868237,0.001506638,0.0002136374,0.0005008179,0.0007324286,0.004367212,0.9264644,0.05417716,0.003787603,0.00818285],"study_design_scores_gemma":[0.0002847129,0.0001520005,0.0002365634,0.000735833,0.00007746935,0.00006639554,0.0004603348,0.002595367,0.9560675,0.01019887,0.02829948,0.0008254849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799457,0.002424598,0.0003510325,0.001634827,0.001889421,0.000268544,0.00005634963,0.004996647,0.008432907],"genre_scores_gemma":[0.9954906,0.0009031857,0.003137611,0.00002872751,0.0001093872,0.00006787106,0.000009808409,0.00008814397,0.0001647241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04397829,"threshold_uncertainty_score":0.9991692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Christian Homann","is_ca":true},{"name":"Emille M. Rodrigues","is_ca":true},{"name":"Patrick Orsini","is_ca":true},{"name":"Keven Savard","is_ca":true},{"name":"Christophe-Badié Togola","is_ca":true},{"name":"Marie‐Maude de Denus‐Baillargeon","is_ca":true},{"name":"Maroun Massabki","is_ca":true},{"name":"Eva Hemmer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01899686060754395,"gpt":0.2825315230448383,"spread":0.2635346624372943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001037581,0.0002625749,0.0004173769,0.00006289393,0.0002221355,0.0008976799,0.0003747333,0.0001074196,0.00124861],"category_scores_gemma":[0.0005610631,0.0002086845,0.00008350545,0.0001342678,0.0002146851,0.0005964371,0.0002145331,0.00005413776,0.001108174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007871929,"about_ca_system_score_gemma":0.00007277182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001030015,"about_ca_topic_score_gemma":0.00000125494,"domain_scores_codex":[0.9975857,0.00006403478,0.0007635284,0.0006840066,0.0002304168,0.0006723363],"domain_scores_gemma":[0.9988734,0.0003299803,0.00009659294,0.0004183646,0.0001401152,0.0001415172],"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":[0.00009426524,0.00004259506,0.000004364604,0.0006507228,0.000008197034,0.000003134548,0.0000865844,0.00001409452,0.9759721,0.02136901,0.00007767781,0.00167724],"study_design_scores_gemma":[0.000255464,0.00006238068,0.00001915019,0.0001591365,0.00003890125,0.00001292095,0.0000647647,0.00004248899,0.9838818,0.005902166,0.009267889,0.0002928834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861741,0.0002321107,0.008392577,0.0009410526,0.001752308,0.001321474,0.00009132448,0.0007352831,0.0003597418],"genre_scores_gemma":[0.9456745,0.00001358878,0.05175629,0.000112748,0.0006267452,0.001483705,0.00001650675,0.00007035733,0.000245561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04336371,"threshold_uncertainty_score":0.9996696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}