{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":3,"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":"ff7d654f526f","filters":{"venue":"International Review of Biophysical Chemistry (IREBIC)"}},"results":[{"id":"W418626142","doi":"10.15866/irebic.v3i3.1560","title":"Extraction and Characterization of Extracellular Polymeric Substances (EPS) from Waste Sludge of Pulp and Paper Mill","year":2012,"lang":"en","type":"article","venue":"International Review of Biophysical Chemistry (IREBIC)","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Extracellular polymeric substance; Paper mill; Pulp and paper industry; Sodium hydroxide; Lignin; Chemistry; Extraction (chemistry); Fourier transform infrared spectroscopy; Pulp mill; Pulp (tooth); Adhesive; Waste management; Chromatography; Chemical engineering; Organic chemistry; Effluent","authors":[{"name":"Muhammad Pervaiz","is_ca":true},{"name":"Mohini Sain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01430870250606214,"gpt":0.2379277351728333,"spread":0.2236190326667712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001484425,0.0003343168,0.0002922737,0.0005084351,0.0002086017,0.000323475,0.0001244066,0.0002970588,0.0003230879],"category_scores_gemma":[0.0002296216,0.00008958788,0.0001992737,0.0005615124,0.0001281979,0.000162501,0.0001195786,0.0002196604,0.0001544336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427046,"about_ca_system_score_gemma":0.0005187876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699399,"about_ca_topic_score_gemma":0.004884291,"domain_scores_codex":[0.9998611,0.0000126535,0.00001789366,0.00002417463,0.0000670305,0.00001713367],"domain_scores_gemma":[0.9998845,0.00002323162,0.00002347918,0.000005819514,0.00004278008,0.00002023067],"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":[0.0000440294,0.0000260885,0.001068662,0.00006864443,0.000002641827,0.00009560383,0.00002999908,0.00006053165,0.995302,0.00001180255,0.000009857614,0.003280189],"study_design_scores_gemma":[0.000004759994,0.0002628586,0.03672059,0.00002285229,0.00002335427,0.0004321972,0.0002040307,0.0003558715,0.9600909,0.00004851431,0.001824625,0.000009393974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943042,0.001168429,0.002454944,0.00004244156,0.000009808572,0.00007038814,0.0008379534,0.00001259406,0.001099174],"genre_scores_gemma":[0.9835593,0.002213118,0.008449726,0.00005157274,0.000009472404,0.00008432249,0.001620546,0.00001242915,0.003999448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002699399,"threshold_uncertainty_score":0.005367339,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W1537988242","doi":"10.15866/irebic.v3i5.1566","title":"Modeling Periodic and Aperiodic Behavior of Acetylcholine Hydrolysis","year":2012,"lang":"en","type":"article","venue":"International Review of Biophysical Chemistry (IREBIC)","topic":"Cholinesterase and Neurodegenerative Diseases","field":"Medicine","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 Waterloo","funders":"","keywords":"Aperiodic graph; Acetylcholine; Chemistry; Acetylcholinesterase; Kinetic energy; Ion; Reaction rate constant; Biophysics; Chemical physics; Kinetics; Biological system; Physics; Biochemistry; Mathematics; Biology; Enzyme; Classical mechanics; Organic chemistry","authors":[{"name":"G. Ibrahim","is_ca":false},{"name":"Omar Saleh","is_ca":false},{"name":"Ibrahim Mustafa","is_ca":true},{"name":"A. H. El Ahwany","is_ca":false},{"name":"S.S.E.H. Elnashaie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02201628315190815,"gpt":0.3149716533836736,"spread":0.2929553702317654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000266861,0.0004760149,0.0006875683,0.0003949516,0.0003085048,0.0008523384,0.0008979557,0.001395126,0.001199891],"category_scores_gemma":[0.0008106515,0.0003875775,0.0007113781,0.0002558008,0.0005554256,0.0005783797,0.0005099378,0.0006424726,0.0001723302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007092596,"about_ca_system_score_gemma":0.0006316442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006894494,"about_ca_topic_score_gemma":0.003733478,"domain_scores_codex":[0.999902,0.00002434728,0.000006358864,0.00002297277,0.00001848148,0.00002586726],"domain_scores_gemma":[0.9997059,0.0001252368,0.00007328259,0.00002535256,0.00004310569,0.00002706091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005843568,0.00005457375,0.001342085,0.00006050195,0.00003732888,0.0002780994,0.0001126674,0.9660629,0.01249717,0.01763289,0.000165037,0.001698377],"study_design_scores_gemma":[0.000005321384,0.00001039068,0.0001601861,0.000002009646,0.000004583327,0.00001321756,0.00000662092,0.9982218,0.0002854445,0.001157641,0.0001293069,0.000003492888],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7454304,0.0007585672,0.2409239,0.0004190367,0.00006781772,0.00007108415,0.0003076053,0.0002362137,0.0117854],"genre_scores_gemma":[0.9865203,0.0003056317,0.008615042,0.00002598959,0.00001513305,0.0000815571,0.00008214935,0.00002316404,0.004331013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006894494,"threshold_uncertainty_score":0.01370871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1765389448","doi":"10.15866/irebic.v4i6.2461","title":"Phenolic Shock Load in a Submerged Ceramic Membrane Bioreactor for the Degradation of Aqueous Phenol","year":2013,"lang":"en","type":"article","venue":"International Review of Biophysical Chemistry (IREBIC)","topic":"Wastewater Treatment and Nitrogen Removal","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":"Toronto Metropolitan University","funders":"","keywords":"Phenol; Bioreactor; Chemistry; Membrane bioreactor; Wastewater; Degradation (telecommunications); Pulp and paper industry; Ceramic membrane; Acclimatization; Ceramic; Environmental engineering; Organic chemistry; Environmental science; Biology; Ecology","authors":[{"name":"Ahmed Aidan","is_ca":false},{"name":"Mehrab Mehrvar","is_ca":true},{"name":"Taleb Ibrahim","is_ca":false},{"name":"Valentin Nenov","is_ca":false},{"name":"Raafat Alnaizy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0107106233902233,"gpt":0.2362968675977755,"spread":0.2255862442075522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001565475,0.0003888269,0.0005475226,0.0001685454,0.0001901439,0.0003171189,0.0003646054,0.0003770007,0.000363705],"category_scores_gemma":[0.0001457355,0.0001291131,0.0004100878,0.000289448,0.000131937,0.0002164045,0.0002246416,0.000466681,0.0001884775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004380176,"about_ca_system_score_gemma":0.0003933297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002479906,"about_ca_topic_score_gemma":0.003407452,"domain_scores_codex":[0.9997917,0.00002499572,0.00001355488,0.00005362543,0.00009010863,0.00002605753],"domain_scores_gemma":[0.9999034,0.00001571718,0.00003339678,0.00000837997,0.0000206214,0.0000184485],"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":[0.00002689176,0.00001692137,0.00006343955,0.00002820299,0.000002058527,0.00001672038,0.00000489548,0.00005230877,0.9991645,0.000004294981,0.000007166763,0.0006126945],"study_design_scores_gemma":[0.000008091375,0.0006412726,0.0022589,0.000003867949,0.00002413674,0.00006287658,0.00002711451,0.001037523,0.9954675,0.00001053163,0.0004520571,0.000006194259],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955498,0.0006117502,0.003333187,0.00007368694,0.00002456096,0.0000249847,0.00007580679,0.00004926265,0.0002568843],"genre_scores_gemma":[0.9909423,0.00108856,0.006189043,0.00004573698,0.00001650725,0.0000337009,0.0001404192,0.00001197494,0.001531628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002479906,"threshold_uncertainty_score":0.004930973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}