{"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":"ce19468940ec","filters":{"venue":"Current Applied Science and Technology"}},"results":[{"id":"W4393006813","doi":"10.55003/cast.2024.259042","title":"Evaluating Noise Reduction Methods for Raman Spectroscopy in Transmission and Reflection Configurations","year":2024,"lang":"en","type":"article","venue":"Current Applied Science and Technology","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Raman spectroscopy; Reflection (computer programming); Reduction (mathematics); Noise reduction; Transmission (telecommunications); Noise (video); Materials science; Spectroscopy; Optics; Computer science; Acoustics; Physics; Telecommunications; Mathematics; Artificial intelligence; Geometry","authors":[{"name":"Wasunun Sassuvun","is_ca":false},{"name":"Prathan Buranasiri","is_ca":false},{"name":"Surawut Wicharn","is_ca":false},{"name":"Chokchai Puttharugsa","is_ca":false},{"name":"Puenisara Limnonthakul","is_ca":false},{"name":"Saksorn Limwichean","is_ca":false},{"name":"Suwan Plaipichit","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04935230498010196,"gpt":0.5049549361887807,"spread":0.4556026312086788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004511302,0.001526738,0.000675247,0.001612673,0.0005464705,0.001084617,0.00118316,0.0009985651,0.001089801],"category_scores_gemma":[0.009981393,0.0004879266,0.0008979684,0.0009768771,0.0007730445,0.001470039,0.000825392,0.0007669736,0.0004503121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006074066,"about_ca_system_score_gemma":0.000684067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179694,"about_ca_topic_score_gemma":0.002011538,"domain_scores_codex":[0.9965911,0.000879088,0.0001680796,0.0005763138,0.001622078,0.0001633358],"domain_scores_gemma":[0.9944074,0.002781086,0.0004451068,0.000510592,0.00176558,0.0000902592],"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":[0.001232553,0.0006458501,0.005713923,0.0006483049,0.0003690264,0.0001624044,0.000407037,0.06146117,0.5807211,0.006021176,0.000588355,0.3420291],"study_design_scores_gemma":[0.00005028801,0.001021329,0.005537386,0.00003492823,0.0002026414,0.0004937025,0.0001352657,0.5153269,0.473421,0.001753334,0.001878916,0.0001443286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1526044,0.0005093926,0.8444694,0.00007136948,0.00006727587,0.0001259403,0.00006118834,0.00102944,0.001061641],"genre_scores_gemma":[0.2671557,0.0003538241,0.7308457,0.00004648861,0.00002405384,0.0002266842,0.0002122281,0.0002700756,0.0008652171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004511302,"threshold_uncertainty_score":0.02385831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411295237","doi":"10.55003/cast.2025.264396","title":"Evaluation of Sulfur and Nitrogen Utilization on Agronomic Traits and Fatty Acid Profiles of Safflower Using a Tester Biplot Model","year":2025,"lang":"en","type":"article","venue":"Current Applied Science and Technology","topic":"Sunflower and Safflower Cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; University of Maragheh","keywords":"Biplot; Sulfur; Nitrogen; Agronomy; Chemistry; Biology; Biochemistry; Organic chemistry; Genotype","authors":[{"name":"Naser Sabaghnia","is_ca":false},{"name":"Mohsen Janmohammadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08340238499328438,"gpt":0.3060606774613643,"spread":0.2226582924680799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001817848,0.001048559,0.000814962,0.0007804612,0.0002995592,0.0004170237,0.0006476892,0.000308822,0.001496859],"category_scores_gemma":[0.0008965445,0.0002333573,0.0009644313,0.0006729599,0.000172513,0.0002270737,0.0002756008,0.0007285082,0.0002316822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007414755,"about_ca_system_score_gemma":0.0007417281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005949427,"about_ca_topic_score_gemma":0.006277376,"domain_scores_codex":[0.9991399,0.0003660868,0.00003175315,0.0002228966,0.0001359532,0.0001034014],"domain_scores_gemma":[0.9990849,0.0004711547,0.0001467746,0.00009497444,0.0001347915,0.00006738448],"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":[0.01016936,0.004105472,0.06267171,0.0006171024,0.001113634,0.000543226,0.0004897595,0.07144723,0.7751044,0.001106811,0.001460084,0.07117127],"study_design_scores_gemma":[0.0003634923,0.01271933,0.2526435,0.00003402872,0.0007682372,0.0002658025,0.0002143772,0.5642438,0.1617182,0.0005022128,0.006341268,0.0001858062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659008,0.0001149306,0.03146942,0.00002168501,0.00002196646,0.00009242364,0.001366819,0.000417484,0.0005943609],"genre_scores_gemma":[0.9430918,0.0001569549,0.04706511,0.00005720063,0.00000830895,0.0005503122,0.005252846,0.0002788602,0.003538734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005949427,"threshold_uncertainty_score":0.01182961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}