{"meta":{"query_hash":"8f9635d44f10","filters":{"venue":"AUIQ complementary biological system."},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/8f9635d44f10","api":"https://metacan.xera.ac/api/v1/cohort?venue=AUIQ+complementary+biological+system."},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04804008106179983,"score_gpt":0.33271991299877396,"score_spread":0.2846798319369741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402948479","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":[0.99522185,0.0012504056,0.00089775963,0.00047402366,0.00023903284,0.00062634004,0.0010917296,0.0001723227,0.000026561229],"genre_scores_gemma":[0.99705696,0.000059133617,0.002620712,0.000102598235,0.00007909079,0.000037896803,0.00003074437,0.000010587221,0.000002246347],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.997205,0.0006625696,0.00073040125,0.000663297,0.00034752899,0.0003912035],"domain_scores_gemma":[0.99848026,0.0008451689,0.00012142734,0.00027687015,0.00013132521,0.00014492765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012965444,0.0002742033,0.0007947817,0.000095530544,0.00013039957,0.000046353893,0.0002118477,0.000101827995,0.00022854676],"category_scores_gemma":[0.00018369328,0.00019679748,0.000103098486,0.00021703367,0.0013066003,0.0001693471,0.0005359676,0.00012905961,0.000009345132],"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":[0.00013080733,0.00025804745,0.0059495345,0.0014615987,0.000056797166,0.000028914426,0.00008098003,0.000002421807,0.99050623,0.00041714756,0.0006886079,0.0004188903],"study_design_scores_gemma":[0.0004089553,0.00132343,0.02277822,0.00026019022,0.00010483944,0.00007112295,0.00084925815,0.0019403775,0.9714124,0.00041429934,0.00012626161,0.0003106119],"about_ca_topic_score_codex":0.0005069005,"about_ca_topic_score_gemma":0.00001148834,"teacher_disagreement_score":0.01909382,"about_ca_system_score_codex":0.00010980217,"about_ca_system_score_gemma":0.000029684834,"threshold_uncertainty_score":0.8025169},"labels":[],"label_agreement":null},{"id":"W4408215542","doi":"10.70176/3007-973x.1023","title":"Thermal Carbonization of Biomass Wood Dust and Algae Wastes <i>via</i> Microwave-Assisted H<sub>3</sub>PO<sub>4</sub>: 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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01741481285979016,"score_gpt":0.22046122636232193,"score_spread":0.20304641350253178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408215542","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":[0.86145246,0.0037201752,0.12908682,0.00022603445,0.0008746914,0.0024826522,0.0012885135,0.0006518015,0.00021687911],"genre_scores_gemma":[0.9861449,0.0003410673,0.009873694,0.00012495168,0.00026315058,0.00028943658,0.002827718,0.000116424286,0.000018671368],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9933234,0.0008159799,0.0022372103,0.0017172386,0.0006989854,0.0012072222],"domain_scores_gemma":[0.99597055,0.0015491168,0.0006240321,0.0007627672,0.00063357176,0.00045994594],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014198605,0.0011493508,0.0016193887,0.0004426749,0.0005370077,0.00017801362,0.0006534006,0.00084082026,0.00019503948],"category_scores_gemma":[0.00042505318,0.0010245726,0.00030053707,0.0011758531,0.0006507696,0.00037995548,0.00058859267,0.0003421847,0.000013829291],"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":[0.0009186802,0.00034566928,0.0011230516,0.0022642545,0.00073521835,0.000016985497,0.00010579379,0.00062674,0.98179233,0.002431153,0.00084370497,0.008796414],"study_design_scores_gemma":[0.0063134353,0.0012664283,0.019579496,0.0006679048,0.0011258009,0.00007800654,0.00032554797,0.056731973,0.908717,0.0007064848,0.0026097938,0.0018781548],"about_ca_topic_score_codex":0.000036175265,"about_ca_topic_score_gemma":0.00014100595,"teacher_disagreement_score":0.124692455,"about_ca_system_score_codex":0.00070383045,"about_ca_system_score_gemma":0.00012260221,"threshold_uncertainty_score":0.9992205},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.09427634375553688,"score_gpt":0.30064417948961913,"score_spread":0.20636783573408224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413796464","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":[0.98208284,0.0006907455,0.015401762,0.0003443682,0.00011129979,0.00033086032,0.00028690777,0.0000633724,0.0006878145],"genre_scores_gemma":[0.9832789,0.00017784307,0.015991889,0.00011271456,0.000020760215,0.000019165695,0.00031578547,0.00000875847,0.00007421764],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99756455,0.00086436135,0.00079523574,0.00038826905,0.0001655393,0.0002220183],"domain_scores_gemma":[0.99837494,0.00077321683,0.00039896864,0.00027154374,0.00014447536,0.00003686419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072636345,0.0002232235,0.00059623714,0.00005523886,0.000117456846,0.000013247684,0.00019804285,0.00017772366,0.00047809424],"category_scores_gemma":[0.00009504017,0.00017230933,0.00009643847,0.0001296738,0.00015288331,0.000090122965,0.00018152311,0.00008991242,0.000002416269],"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":[0.0017644195,0.00008906438,0.0053417757,0.00043085255,0.00019900469,0.0000015309784,0.00021771513,0.00042513592,0.9865247,0.0045759254,0.00005906201,0.00037083053],"study_design_scores_gemma":[0.0025573212,0.000808806,0.015750118,0.0008736165,0.00020937397,0.000018835099,0.012671279,0.0050609712,0.9564664,0.0014532882,0.0036348603,0.0004951755],"about_ca_topic_score_codex":0.0007162803,"about_ca_topic_score_gemma":0.000020391508,"teacher_disagreement_score":0.030058328,"about_ca_system_score_codex":0.00009475022,"about_ca_system_score_gemma":0.000029635943,"threshold_uncertainty_score":0.70265704},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.017595890781996873,"score_gpt":0.25749263641607256,"score_spread":0.2398967456340757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413958166","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":[0.99531883,0.000106509986,0.000081035156,0.00029207426,0.00018540697,0.0016842636,0.00008398353,0.00008121491,0.0021666705],"genre_scores_gemma":[0.9991561,0.000047780544,0.00017236447,0.00032949212,0.000031168405,0.00015120563,0.00009569021,0.0000071829836,0.000008977293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961728,0.0012465599,0.00088028534,0.0006602262,0.0002942572,0.00074588566],"domain_scores_gemma":[0.99839795,0.00085303304,0.00016030918,0.00047302156,0.000013163407,0.000102552236],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013636083,0.0003229049,0.00054437685,0.000054997694,0.0003248934,0.000033628305,0.0007595315,0.0001569707,0.0010872561],"category_scores_gemma":[0.00014209567,0.00016025973,0.00015093721,0.000501059,0.0010729077,0.00005313115,0.0008219717,0.0003134897,0.00008310971],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079807034,0.00078095717,0.9092326,0.000027336615,0.0000708575,0.000023380902,0.0002595527,0.00009987964,0.066144496,0.01979555,0.0012284602,0.0015388182],"study_design_scores_gemma":[0.0013001892,0.0014984931,0.9898624,0.00006333776,0.00001946555,0.000009849003,0.002320847,0.00020255706,0.001246268,0.0028332735,0.00040412694,0.00023920789],"about_ca_topic_score_codex":0.0005675824,"about_ca_topic_score_gemma":0.0003783025,"teacher_disagreement_score":0.08062974,"about_ca_system_score_codex":0.00021863227,"about_ca_system_score_gemma":0.000013846605,"threshold_uncertainty_score":0.9998259},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Pethidine; Tramadol; Shivering; Nausea; Vomiting; Side effect (computer science)","score_opus":0.08617771125643015,"score_gpt":0.38518496975345223,"score_spread":0.2990072584970221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7082383729","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":[0.9957006,0.00019046951,0.00005856957,0.00116443,0.00005362778,0.0019924082,0.000020365065,0.000019991243,0.0007995392],"genre_scores_gemma":[0.99953,0.0000044266467,0.00014119058,0.00020560593,0.000016878668,0.000038260976,0.000045480552,0.0000032002997,0.000014918374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983111,0.0005659854,0.0005778498,0.0002108546,0.00020976273,0.00012442117],"domain_scores_gemma":[0.9988738,0.0006910403,0.00012724906,0.00020862372,0.00006653279,0.000032775853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063800236,0.00012803193,0.000563912,0.000096120915,0.000041669544,0.0000032551106,0.00014405546,0.000040084004,0.00006786875],"category_scores_gemma":[0.000071728326,0.00006480289,0.00004393679,0.0002582892,0.00020502131,0.000021715527,0.00009140827,0.00014951816,5.7077074e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031385592,0.002310505,0.91345125,0.00031908893,0.00029331452,0.000037210822,0.01804284,0.000028612581,0.053279996,0.007446714,0.0005946198,0.0010572983],"study_design_scores_gemma":[0.0050725974,0.002336671,0.9451628,0.00048156883,0.00006212428,0.000012557537,0.04463925,0.00019188294,0.0016327964,0.000025074884,0.00032982018,0.000052906496],"about_ca_topic_score_codex":0.0002471508,"about_ca_topic_score_gemma":0.000029530625,"teacher_disagreement_score":0.051647197,"about_ca_system_score_codex":0.000040228406,"about_ca_system_score_gemma":0.000021815287,"threshold_uncertainty_score":0.2642585},"labels":[],"label_agreement":null}]}