{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"8f9635d44f10","filters":{"venue":"AUIQ complementary biological system."}},"results":[{"id":"W4408215542","doi":"10.70176/3007-973x.1023","title":"Thermal Carbonization of Biomass Wood Dust and Algae Wastes &lt;i&gt;via&lt;/i&gt; Microwave-Assisted H&lt;sub&gt;3&lt;/sub&gt;PO&lt;sub&gt;4&lt;/sub&gt;: Desirability Function and Statistical Optimization for Methylene Blue Dye Removal","year":2025,"lang":"en","type":"article","venue":"AUIQ complementary biological system.","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Carbonization; Biomass (ecology); Algae; Microwave; Pulp and paper industry; Environmental science; Waste management; Chemistry; Materials science; Animal science; Botany; Biology; Agronomy; Engineering; Composite material; Telecommunications","authors":[{"name":"Raja Razuan Raja Derisa","is_ca":false},{"name":"H Awang","is_ca":false},{"name":"Mohamad Azman","is_ca":false},{"name":"Imran Rashid","is_ca":false},{"name":"Ahmad Hapiz","is_ca":false},{"name":"Ruihong Wu","is_ca":false},{"name":"Abdallah Reghioua","is_ca":false},{"name":"Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬","is_ca":false},{"name":"Lee D. Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01741481285979016,"gpt":0.2204612263623219,"spread":0.2030464135025318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001184492,0.0002068885,0.0001554075,0.000239948,0.0001213675,0.0001815792,0.0001778099,0.0001641147,0.001179129],"category_scores_gemma":[0.0001615472,0.00009224064,0.0003249367,0.000256979,0.00008186029,0.0001298072,0.0001091247,0.0001934189,0.0002238569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001624234,"about_ca_system_score_gemma":0.0001450054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001341809,"about_ca_topic_score_gemma":0.003264549,"domain_scores_codex":[0.9999057,0.000009929509,0.000006854554,0.00002209721,0.00003841371,0.00001694591],"domain_scores_gemma":[0.999954,0.00001075217,0.000009986438,0.00000583902,0.00001389829,0.000005435117],"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":[0.00007237,0.00002840958,0.0007687633,0.00006752261,0.000009607259,0.00002813296,0.00001191811,0.0004420589,0.9911345,0.00006537417,0.00003972047,0.007331475],"study_design_scores_gemma":[0.000004205726,0.0001866438,0.009571897,0.000003412468,0.00001579085,0.00004838663,0.00001877952,0.002486808,0.9866818,0.00003432108,0.0009433897,0.00000448676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923883,0.0005163099,0.005882636,0.00002128103,0.00001235284,0.00002058013,0.0001252261,0.00003866706,0.0009946337],"genre_scores_gemma":[0.9935629,0.000337428,0.004198068,0.00001615581,0.000005053495,0.0000222087,0.0001880254,0.0000144141,0.001655672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001341809,"threshold_uncertainty_score":0.003944576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402948479","doi":"10.70176/3007-973x.1010","title":"Potential of Critical Mineral and Cytotoxicity Activity of Gadolinium Complex as Anti-amoebic Agent by Viability Studies and Flow Cytometry Techniques","year":2024,"lang":"en","type":"article","venue":"AUIQ complementary biological system.","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cytotoxicity; Flow cytometry; Gadolinium; Viability assay; Chemistry; Mineral; Biology; Molecular biology; Cell; Biochemistry; In vitro; Organic chemistry","authors":[{"name":"Eny Kusrini","is_ca":false},{"name":"Fatimah Hashim","is_ca":false},{"name":"Muhamad Fairus Noor Hassim","is_ca":false},{"name":"Anwar Usman","is_ca":false},{"name":"Lee D. Wilson","is_ca":true},{"name":"El‐Sayed Negim","is_ca":false},{"name":"Agus Budi Prasetyo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04804008106179983,"gpt":0.332719912998774,"spread":0.2846798319369741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001853369,0.0002290996,0.0002389148,0.0002747704,0.0001179401,0.000277206,0.000192828,0.0003208462,0.0005198001],"category_scores_gemma":[0.0002536084,0.0001021005,0.0001555908,0.0001535524,0.0001701894,0.0002583732,0.0001987627,0.0002570532,0.0001460556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002414054,"about_ca_system_score_gemma":0.0001510414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004593887,"about_ca_topic_score_gemma":0.0007261003,"domain_scores_codex":[0.9998431,0.00003149165,0.00001165786,0.00003176353,0.00005976077,0.0000222574],"domain_scores_gemma":[0.9998813,0.00003373777,0.00002303612,0.000008119155,0.00004441602,0.000009390474],"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":[0.00003124892,0.000009428813,0.00009599154,0.00008944068,0.000002358944,0.00003584952,0.00001485232,0.00007116865,0.9976024,0.0001284495,0.00003219438,0.001886525],"study_design_scores_gemma":[0.000002870224,0.0001266154,0.0002540049,0.000004782618,0.000005102425,0.00009370304,0.00001395971,0.0005187148,0.9975248,0.00004715515,0.001405268,0.000002967707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662988,0.008024817,0.01943505,0.0003068657,0.00006580259,0.00008239125,0.0002375663,0.0001597956,0.00538907],"genre_scores_gemma":[0.9778147,0.003319158,0.01494923,0.00009114416,0.00001573143,0.00007502084,0.0002693521,0.00002699126,0.003438638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005198001,"threshold_uncertainty_score":0.001751482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413796464","doi":"10.70176/3007-973x.1035","title":"Biosorption of Crystal Violet onto Fenugreek Seed Powder: Comprehensive Optimization Through Response Surface Methodology and Elucidation of Dye Uptake Mechanism","year":2025,"lang":"en","type":"article","venue":"AUIQ complementary biological system.","topic":"Pigment Synthesis and Properties","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Biosorption; Crystal violet; Response surface methodology; Mechanism (biology); Chemistry; Adsorption; Chemical engineering; Nuclear chemistry; Chromatography; Microbiology; Biology; Physics; Physical chemistry; Engineering","authors":[{"name":"Hasan M. Agha","is_ca":false},{"name":"Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬","is_ca":false},{"name":"Wafaa Raji Alfatlawi","is_ca":false},{"name":"Khansaa Al‐Essa","is_ca":false},{"name":"Abdallah Reghioua","is_ca":false},{"name":"Hussein A. Kazem","is_ca":false},{"name":"Lee D. Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09427634375553688,"gpt":0.3006441794896191,"spread":0.2063678357340822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004075448,0.0003768787,0.0005224541,0.0002150439,0.0001885445,0.0003414584,0.0002682907,0.0003151994,0.0002235274],"category_scores_gemma":[0.000217426,0.000130303,0.000707071,0.0002444189,0.0001583468,0.000182914,0.00021743,0.0002508106,0.0001370813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000365172,"about_ca_system_score_gemma":0.0004287737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025753,"about_ca_topic_score_gemma":0.004819058,"domain_scores_codex":[0.9997811,0.00003782355,0.00001454983,0.00003790161,0.00009851399,0.00003013923],"domain_scores_gemma":[0.9999481,0.00001449469,0.00001082664,0.000004411796,0.00001742212,0.000004751265],"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":[0.00004676904,0.00003699422,0.0003405751,0.0000865626,0.00001054131,0.0000272817,0.0000137271,0.001145852,0.9946075,0.00004349558,0.00001229525,0.003628498],"study_design_scores_gemma":[0.000005384865,0.0002470537,0.001612479,0.000003991108,0.0000157791,0.00005520184,0.00002064312,0.006768855,0.9906405,0.00002339016,0.0005988712,0.000007816678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987569,0.0005953923,0.01108223,0.00004386901,0.000004866165,0.00003468429,0.0001032967,0.00003793658,0.0005287111],"genre_scores_gemma":[0.976424,0.001088015,0.02079069,0.00002088588,0.000002056169,0.00004527975,0.0001832769,0.00001502329,0.001430651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0025753,"threshold_uncertainty_score":0.005120575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7082383729","doi":"10.70176/3007-973x.1040","title":"Efficacy of Pethidine and Tramadol in the Suppression of Postoperative Shivering: A Comparative Study","year":2025,"lang":"en","type":"article","venue":"AUIQ complementary biological system.","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Pethidine; Tramadol; Shivering; Nausea; Vomiting; Side effect (computer science)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08617771125643015,"gpt":0.3851849697534522,"spread":0.2990072584970221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002251225,0.0007100442,0.002677911,0.0006127698,0.0002573804,0.0006334878,0.0008510209,0.001305924,0.003941097],"category_scores_gemma":[0.002495106,0.0004271075,0.0018901,0.0006621144,0.001086984,0.000943835,0.0003142201,0.0009934609,0.0005019057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003705098,"about_ca_system_score_gemma":0.000569834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004001964,"about_ca_topic_score_gemma":0.0005519868,"domain_scores_codex":[0.998092,0.001131073,0.0002604047,0.0001607909,0.0001938703,0.0001618681],"domain_scores_gemma":[0.9976177,0.001134055,0.0004702564,0.000232136,0.0001436482,0.0004021979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9261631,0.02396838,0.001924226,0.001015295,0.001320386,0.0001167657,0.0001073798,0.0001992125,0.00985602,0.0001225874,0.0001165265,0.0350902],"study_design_scores_gemma":[0.2588929,0.7303155,0.006349675,0.00004573929,0.001203324,0.0001291829,0.00005858888,0.0002714292,0.002138829,0.0000464295,0.0005255739,0.00002284452],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930085,0.005385505,0.0002609446,0.00006624431,0.0001159187,0.0004192739,0.0001455387,0.00001162606,0.0005864756],"genre_scores_gemma":[0.9930465,0.00444114,0.0005855932,0.0001792668,0.0004663611,0.0004115862,0.0003490378,0.00000664384,0.0005139448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003941097,"threshold_uncertainty_score":0.01318425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413958166","doi":"10.70176/3007-973x.1039","title":"The Physiological Impacts of Nano-Ceramic Window Films in Hot-Climate Architecture: Theoretical Biological Study","year":2025,"lang":"en","type":"article","venue":"AUIQ complementary biological system.","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Window (computing); Ceramic; Nano-; Nanotechnology; Climate change; Architecture; Environmental science; Window of opportunity; Materials science; Engineering; Ecology; Computer science; Geography; Biology; Aerospace engineering; Composite material; Archaeology","authors":[{"name":"Lina M. Shaker","is_ca":false},{"name":"Shahab Abdulla","is_ca":false},{"name":"Ralela Makline","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01759589078199687,"gpt":0.2574926364160726,"spread":0.2398967456340757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009289969,0.0002169694,0.0001176557,0.0001226688,0.0001953213,0.0003177065,0.0003038499,0.0003231348,0.002271132],"category_scores_gemma":[0.0001574903,0.0001142568,0.0002239316,0.0000793311,0.0003980106,0.0003622879,0.0002250847,0.0002321304,0.0001927636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277723,"about_ca_system_score_gemma":0.0001486659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001246595,"about_ca_topic_score_gemma":0.001215905,"domain_scores_codex":[0.9999709,0.000004730692,6.283898e-7,0.000007381409,0.000008372084,0.000008072945],"domain_scores_gemma":[0.9999622,0.00001873891,0.000006011759,0.000002954297,0.000006374621,0.000003794644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001724969,0.0003191194,0.003056584,0.0004945975,0.00002758309,0.0005642617,0.0003055411,0.1475543,0.8075007,0.0250986,0.0004534783,0.01445264],"study_design_scores_gemma":[0.00006061224,0.001380405,0.01947981,0.00006870226,0.00006656578,0.0005060391,0.0009722652,0.8260391,0.1291192,0.01410615,0.00814317,0.00005806148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710009,0.001332457,0.01429537,0.0002490244,0.00004845546,0.00002429802,0.00005135214,0.00002219716,0.012976],"genre_scores_gemma":[0.996267,0.0005955248,0.001592699,0.00002765694,0.000008809963,0.00001141101,0.00001706207,0.000002685053,0.001477222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002271132,"threshold_uncertainty_score":0.007597744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}