{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"d17c7bfb3773","filters":{"venue":"Polymer Reaction Engineering"}},"results":[{"id":"W2003691366","doi":"10.1081/pre-120002903","title":"IN-LINE MONITORING OF EMULSION HOMO- AND COPOLYMERIZATIONS USING ATR-FTIR SPECTROMETRY","year":2002,"lang":"en","type":"article","venue":"Polymer Reaction Engineering","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"University of Waterloo","keywords":"Emulsion; Fourier transform infrared spectroscopy; Mass spectrometry; Chemistry; Line (geometry); Chromatography; Materials science; Analytical Chemistry (journal); Chemical engineering; Organic chemistry; Engineering","authors":[{"name":"Hong Hua","is_ca":true},{"name":"Marc A. Dubé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02238181464659022,"gpt":0.2608873077937606,"spread":0.2385054931471704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004531881,0.0004965573,0.0004698668,0.0004951323,0.0002598996,0.0002806923,0.0003896356,0.0002466979,0.001471958],"category_scores_gemma":[0.0006864857,0.000226535,0.0001571927,0.0003336581,0.0001904574,0.0004800148,0.0002149576,0.0007502111,0.000512098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003113345,"about_ca_system_score_gemma":0.0002584237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005730051,"about_ca_topic_score_gemma":0.0008469797,"domain_scores_codex":[0.999627,0.00005863012,0.00002106463,0.00009721831,0.000159862,0.0000360968],"domain_scores_gemma":[0.9995727,0.0001186157,0.00009456445,0.00003826303,0.0001374349,0.00003840495],"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":[0.00004376063,0.00002045068,0.0001853998,0.00001382043,0.000002146002,0.000008546718,0.00001008297,0.0000453868,0.9973283,0.00001954072,0.00003183915,0.00229075],"study_design_scores_gemma":[0.000002547533,0.00005140099,0.0004618772,6.393675e-7,0.000004316095,0.0000307062,0.000004742668,0.001330749,0.997918,0.00001084926,0.0001823989,0.000001881081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9046842,0.0006385259,0.08928429,0.0001135934,0.00007892239,0.0001455962,0.0006549185,0.001226366,0.003173633],"genre_scores_gemma":[0.9099907,0.001203562,0.08143321,0.00007058811,0.00003428565,0.0001869453,0.0004757302,0.0001848378,0.006420094],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001471958,"threshold_uncertainty_score":0.004924238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016798115","doi":"10.1081/pre-120014693","title":"MATHEMATICAL MODELING OF PARTICLE MORPHOLOGY DEVELOPMENT INDUCED BY RADICAL CONCENTRATION GRADIENTS IN SEEDED STYRENE HOMOPOLYMERIZATION","year":2002,"lang":"en","type":"article","venue":"Polymer Reaction Engineering","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Seeding; Morphology (biology); Styrene; Particle (ecology); Chemical engineering; Materials science; Chemical physics; Chemistry; Copolymer; Thermodynamics; Physics; Polymer; Composite material; Biology; Ecology","authors":[{"name":"W. P. Krywko","is_ca":true},{"name":"Kimberley B. McAuley","is_ca":true},{"name":"Michael F. Cunningham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01175315217990148,"gpt":0.2049828913560384,"spread":0.193229739176137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004874794,0.0005174907,0.0003723591,0.0004025478,0.0002232467,0.0005841461,0.0006255413,0.001045439,0.0006630013],"category_scores_gemma":[0.001457072,0.000361389,0.0005824452,0.0001769394,0.0006085154,0.0006788216,0.000384549,0.0004515917,0.0002424456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009259022,"about_ca_system_score_gemma":0.000469215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002399763,"about_ca_topic_score_gemma":0.001248216,"domain_scores_codex":[0.9998899,0.00002426939,0.000006678978,0.00002213309,0.0000412506,0.00001577158],"domain_scores_gemma":[0.9994212,0.0003091039,0.0001431628,0.00003255239,0.00007226843,0.00002154378],"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":[0.00003033743,0.00002400882,0.0003565402,0.00004812784,0.000008451279,0.0001326617,0.00004433076,0.9543411,0.02896,0.01370139,0.0001050855,0.00224802],"study_design_scores_gemma":[0.000003055253,0.000009945765,0.00007378687,0.000001275598,0.000001965798,0.00001187344,0.000002052147,0.9975162,0.001884182,0.0003851358,0.0001080177,0.000002691796],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4116771,0.001183889,0.5744952,0.0006157064,0.00008215837,0.0001184358,0.0001814435,0.0003392726,0.01130679],"genre_scores_gemma":[0.9672574,0.0008267139,0.02518667,0.0000532077,0.00001647111,0.000121689,0.00007089074,0.00005992443,0.006406977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002399763,"threshold_uncertainty_score":0.00671792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073011556","doi":"10.1081/pre-100102957","title":"CONTROL OF EMULSION POLYMERIZATION REACTORS USING A HIERARCHICAL FUZZY LOGIC/MODEL-BASED CONTROLLER","year":2001,"lang":"en","type":"article","venue":"Polymer Reaction Engineering","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Eusko Jaurlaritza","keywords":"Emulsion polymerization; Fuzzy logic; Controller (irrigation); Control theory (sociology); Trajectory; Emulsion; Butyl acrylate; Computer science; Work (physics); Polymerization; Control engineering; Styrene; Materials science; Chemical engineering; Control (management); Engineering; Polymer; Copolymer; Physics; Artificial intelligence; Mechanical engineering","authors":[{"name":"José M. Asúa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0104247821779825,"gpt":0.2194461528116551,"spread":0.2090213706336726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000499126,0.0006195339,0.0004694486,0.0002771285,0.0004401491,0.0008373018,0.000676644,0.0004963006,0.001434644],"category_scores_gemma":[0.0004720487,0.0002751611,0.0005215331,0.0002109233,0.0004632249,0.0004073678,0.0004366119,0.0006050493,0.0002912118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000981228,"about_ca_system_score_gemma":0.001082822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01355467,"about_ca_topic_score_gemma":0.01052272,"domain_scores_codex":[0.9997725,0.00003557768,0.00001438927,0.00005319254,0.00008749591,0.00003688224],"domain_scores_gemma":[0.9998216,0.00005184196,0.00003879245,0.00001433987,0.00005807912,0.00001547454],"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":[0.0001746075,0.0001252296,0.0004315432,0.0001219095,0.00003836718,0.00009880784,0.00008729903,0.8916711,0.05153785,0.004074281,0.0007465473,0.05089251],"study_design_scores_gemma":[0.00003376337,0.00007050324,0.0001712553,0.000005247235,0.00001142376,0.00001078648,0.000004603856,0.993158,0.005479563,0.0006251218,0.0004203807,0.000009289472],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09021135,0.0003162504,0.8998648,0.000178706,0.00008794469,0.0001583531,0.0001085752,0.001521778,0.00755229],"genre_scores_gemma":[0.9216008,0.0001192303,0.07612943,0.00004910592,0.00001438056,0.000143264,0.00006288469,0.00002081414,0.001860093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01355467,"threshold_uncertainty_score":0.02695155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059055299","doi":"10.1081/pre-120026883","title":"Multivariate Statistical Monitoring of a High‐Pressure Polymerization Process","year":2003,"lang":"en","type":"article","venue":"Polymer Reaction Engineering","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Statistical process control; Process (computing); Fault detection and isolation; Process control; Computer science; Process engineering; Work in process; Multivariate statistics; Reliability engineering; Engineering; Artificial intelligence; Machine learning; Actuator; Operations management","authors":[{"name":"Vishal Kumar","is_ca":true},{"name":"Uttandaraman Sundararaj","is_ca":true},{"name":"Sirish L. Shah","is_ca":true},{"name":"Dirk Hair","is_ca":false},{"name":"L. J. VANDE GRIEND","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005882932845040902,"gpt":0.2198329895062069,"spread":0.213950056661166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004099309,0.0003389352,0.0002106439,0.0008272085,0.0001902933,0.0003017609,0.000240211,0.0002078478,0.0006334872],"category_scores_gemma":[0.001222147,0.0001101726,0.0002143289,0.0008657665,0.0002095536,0.0003034657,0.0001775265,0.0003961108,0.0001163487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002818351,"about_ca_system_score_gemma":0.0002376249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002630723,"about_ca_topic_score_gemma":0.001870296,"domain_scores_codex":[0.9996386,0.00007050338,0.00001691588,0.00006939306,0.0001736324,0.00003102215],"domain_scores_gemma":[0.9989842,0.0004687163,0.0001512072,0.00009556492,0.0002629957,0.00003737982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001099222,0.001106358,0.09815776,0.0003058171,0.0002036506,0.0005517357,0.0004609147,0.1235227,0.4755814,0.002162162,0.002594284,0.294254],"study_design_scores_gemma":[0.00002504023,0.0005665763,0.1712217,0.00000545263,0.0000584225,0.0002821822,0.00007736779,0.6587213,0.1670194,0.0006607591,0.001309683,0.0000521685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9393057,0.00006959029,0.05813339,0.0000808155,0.00001381806,0.00002886489,0.0006214381,0.0007801087,0.0009661983],"genre_scores_gemma":[0.9925687,0.00004844142,0.006681554,0.000004863642,0.000007241139,0.00001030307,0.0003993575,0.00001469329,0.0002647773],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002630723,"threshold_uncertainty_score":0.005230784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974286700","doi":"10.1081/pre-120002904","title":"NEURAL NETWORK IDENTIFICATION OF STYRENE FREE RADICAL POLYMERIZATION","year":2002,"lang":"en","type":"article","venue":"Polymer Reaction Engineering","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polymerization; Monomer; Styrene; Bifunctional; Radical polymerization; Artificial neural network; Polymer; Materials science; Bulk polymerization; Polymer chemistry; Chemistry; Biological system; Copolymer; Computer science; Organic chemistry; Artificial intelligence; Catalysis","authors":[{"name":"Ramdhane Dhib","is_ca":true},{"name":"W. Hyson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01124061979941912,"gpt":0.2165860981917309,"spread":0.2053454783923117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007441714,0.0005762978,0.0003846505,0.0004067947,0.0001916627,0.0003349661,0.0003362556,0.0004585504,0.0006596741],"category_scores_gemma":[0.002037038,0.0001741741,0.0002059811,0.0003050312,0.0001878098,0.0005983642,0.000168652,0.0005625361,0.0002194339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003249497,"about_ca_system_score_gemma":0.0003011614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001418734,"about_ca_topic_score_gemma":0.00142613,"domain_scores_codex":[0.9998193,0.00004565856,0.00001071194,0.00004440328,0.00006176483,0.00001812521],"domain_scores_gemma":[0.9994801,0.0002690691,0.00006369423,0.00002949015,0.0001479902,0.000009678643],"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":[0.0002096834,0.0001420422,0.003712554,0.0001406804,0.0000562708,0.0000919192,0.00005730616,0.7700409,0.05651484,0.002047875,0.0005219202,0.166464],"study_design_scores_gemma":[0.000002090055,0.00001293342,0.0005316273,0.000002097375,0.000003880195,0.000007844095,0.00000179802,0.9901849,0.00886623,0.0002821651,0.0001015239,0.00000297642],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4833221,0.0005867084,0.5123315,0.000152675,0.0000750058,0.00004854845,0.000150664,0.0009089432,0.002423771],"genre_scores_gemma":[0.936727,0.000189048,0.06060779,0.00001845311,0.00001217239,0.00005318863,0.0001834094,0.00003046296,0.002178537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001418734,"threshold_uncertainty_score":0.003935635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982588095","doi":"10.1081/pre-120024424","title":"Diffusion Limited Chain Transfer in Styrene Emulsion Polymerization: Use of n‐Dodecanethiol to Regulate Molecular Weight","year":2003,"lang":"en","type":"article","venue":"Polymer Reaction Engineering","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Emulsion polymerization; Styrene; Monomer; Chain transfer; Polymer chemistry; Chemistry; Polymerization; Polymer; Radical polymerization; Emulsion; Diffusion; Transfer agent; Chemical engineering; Particle (ecology); Organic chemistry; Copolymer; Thermodynamics","authors":[{"name":"Michael F. Cunningham","is_ca":true},{"name":"T. Witty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009196346827288449,"gpt":0.1985876081269372,"spread":0.1893912612996488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000257633,0.0003414921,0.000159005,0.0002293055,0.0001123043,0.0002718976,0.0003308576,0.000233514,0.0004567663],"category_scores_gemma":[0.0004108114,0.0001628024,0.0001384512,0.0001374886,0.0003461726,0.0006162667,0.0002384905,0.0004423021,0.0001562569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005572232,"about_ca_system_score_gemma":0.0001940205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005416485,"about_ca_topic_score_gemma":0.000606891,"domain_scores_codex":[0.9998736,0.00001611384,0.000009460163,0.00004052487,0.00004425067,0.00001608988],"domain_scores_gemma":[0.9998041,0.00007102061,0.00006817342,0.00001980844,0.0000194146,0.000017455],"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":[0.00002084783,0.00001262608,0.00005285596,0.0000188415,0.000001120585,0.00001964183,0.00001319695,0.0001172,0.99835,0.00009691761,0.000007841187,0.001288956],"study_design_scores_gemma":[0.000007129523,0.00004767081,0.000113391,8.741245e-7,0.000001542946,0.00002358061,0.000001944094,0.0009820125,0.9984807,0.00003658382,0.0003029605,0.000001607831],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677277,0.001638571,0.02880734,0.0001141996,0.00003297743,0.00007610078,0.00006914764,0.000168092,0.001365928],"genre_scores_gemma":[0.9869024,0.001192886,0.009734562,0.00003253452,0.000009953138,0.00003413779,0.00006747549,0.00003742395,0.001988657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005572232,"threshold_uncertainty_score":0.004042983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031547224","doi":"10.1081/pre-120016298","title":"COMPARATIVE TRENDS OF COPOLYMERIZATIONS INVOLVING ALPHA METHYL STYRENE AT ELEVATED TEMPERATURES 1*","year":2002,"lang":"en","type":"article","venue":"Polymer Reaction Engineering","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":8,"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":"Styrene; Alpha (finance); Chemistry; Materials science; Polymer chemistry; Organic chemistry; Polymer; Copolymer","authors":[{"name":"Neil T. McManus","is_ca":true},{"name":"Liliane Maria Ferrareso Lona","is_ca":false},{"name":"Alexander Penlidis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01967710172388436,"gpt":0.2363034671356428,"spread":0.2166263654117584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002985471,0.0003125717,0.0002430351,0.0004146611,0.0001596176,0.0002940267,0.0001316187,0.0002183474,0.001474749],"category_scores_gemma":[0.0005147964,0.0001959288,0.0002249402,0.0003644968,0.0001564182,0.0004209866,0.0001175623,0.0004512119,0.0004094277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598773,"about_ca_system_score_gemma":0.0001282066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002630941,"about_ca_topic_score_gemma":0.0008409226,"domain_scores_codex":[0.9997792,0.00002435411,0.000016932,0.00004485947,0.00007701491,0.00005766561],"domain_scores_gemma":[0.9994305,0.0002017969,0.0001604654,0.00002430933,0.0001325258,0.00005039744],"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":[0.00009333638,0.00001554561,0.0006439007,0.00004434199,0.000007375973,0.00002367422,0.00002483181,0.0001519018,0.9967163,0.00004267122,0.0000255249,0.002210547],"study_design_scores_gemma":[0.000001617895,0.0002139366,0.005665714,0.00000304304,0.00001324677,0.00005416542,0.00001294334,0.0003715235,0.9931764,0.00001297657,0.0004710291,0.000003295294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924828,0.002237165,0.002200391,0.00002784919,0.00001089507,0.00002771163,0.0003401565,0.00008032595,0.002592674],"genre_scores_gemma":[0.9924772,0.002026202,0.002618837,0.00002950077,0.000009830753,0.00003478511,0.0005813651,0.00005026493,0.002172006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001474749,"threshold_uncertainty_score":0.004933476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090775636","doi":"10.1081/pre-120026372","title":"Modelling and Simulation of Complex Aspects of Multicomponent Emulsion Polymerization","year":2003,"lang":"en","type":"article","venue":"Polymer Reaction Engineering","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Emulsion polymerization; Copolymer; Butyl acrylate; Radical polymerization; Monomer; Emulsion; Materials science; Vinyl acetate; Methyl acrylate; Polymer chemistry; Styrene; Thermodynamics; Chemistry; Computer science; Polymer; Organic chemistry; Composite material; Physics","authors":[{"name":"B. R. Barclay","is_ca":true},{"name":"Alexander Penlidis","is_ca":true},{"name":"Jun Gao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01909670278714001,"gpt":0.2294766588335638,"spread":0.2103799560464238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005763867,0.000414996,0.0006368006,0.0003644924,0.0003861333,0.0008675378,0.001080899,0.001319555,0.0018102],"category_scores_gemma":[0.00117451,0.0003560236,0.0008787296,0.0003865346,0.0004842883,0.0008128753,0.0006205938,0.0006931855,0.0002331245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008047218,"about_ca_system_score_gemma":0.0009809536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005353596,"about_ca_topic_score_gemma":0.00264116,"domain_scores_codex":[0.9998115,0.00004567571,0.00001233126,0.0000332134,0.00006962954,0.00002774668],"domain_scores_gemma":[0.9995862,0.000252471,0.00003348385,0.00005131217,0.00005102854,0.00002562805],"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":[0.00001267184,0.00002839589,0.0002476998,0.0000164483,0.000007048379,0.00003495551,0.00001595263,0.9933712,0.002980699,0.001933169,0.00004310283,0.001308508],"study_design_scores_gemma":[0.000005154688,0.00001085193,0.00006038663,0.000001148868,0.000001709906,0.000006000416,0.000002757837,0.9981591,0.001106726,0.0004176783,0.0002264122,0.000002006465],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5511207,0.0003410698,0.4344576,0.0002557387,0.00007928156,0.0002632721,0.0005569342,0.000817146,0.01210822],"genre_scores_gemma":[0.9445883,0.0002718073,0.04973733,0.00004143462,0.00001218704,0.0002286057,0.0003344541,0.00009117116,0.004694634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005353596,"threshold_uncertainty_score":0.01064485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2319181979","doi":"10.1080/10543414.2000.10744546","title":"Observations on HDPE Characterization with a Microcalorimeter as a Complementary Tool to TREF and CRYSTAF","year":2000,"lang":"en","type":"article","venue":"Polymer Reaction Engineering","topic":"Polymer crystallization and properties","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 Waterloo","funders":"","keywords":"High-density polyethylene; Polyolefin; Polyethylene; Fractionation; Dissolution; Characterization (materials science); Crystallization; Materials science; Microstructure; Chromatography; Chemistry; Analytical Chemistry (journal); Composite material; Organic chemistry; Nanotechnology","authors":[{"name":"L. J. D. Britto","is_ca":true},{"name":"João B. P. Soares","is_ca":true},{"name":"Alexander Penlidis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01656438593427422,"gpt":0.2096948030428186,"spread":0.1931304171085443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005606827,0.0006762968,0.0005796595,0.0007620081,0.0006222554,0.0005130622,0.0004823955,0.0006108519,0.003876455],"category_scores_gemma":[0.001757657,0.0002805959,0.0002364783,0.0007751217,0.0007618622,0.0007918767,0.0003889676,0.00142424,0.001001821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000431211,"about_ca_system_score_gemma":0.0003159398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448379,"about_ca_topic_score_gemma":0.001812307,"domain_scores_codex":[0.9995176,0.00004817703,0.00003090814,0.00012283,0.0002159691,0.00006452679],"domain_scores_gemma":[0.997569,0.001376225,0.0002529481,0.0003037744,0.0004265414,0.00007143622],"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":[0.00006113987,0.0000145119,0.0002323299,0.00003257436,0.000002808703,0.00008486682,0.0001194418,0.00003634623,0.9953603,0.0001393453,0.0001378643,0.003778356],"study_design_scores_gemma":[0.000004593242,0.00006350179,0.003102922,0.000003788682,0.000007684365,0.0001848849,0.00005287588,0.0004803482,0.994366,0.00004261142,0.001681805,0.00000882422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8825032,0.001925215,0.1001761,0.000480819,0.0001429341,0.0002887479,0.002033086,0.002271703,0.01017826],"genre_scores_gemma":[0.9193197,0.001860694,0.06254587,0.0002486743,0.0000724338,0.000410907,0.0008657562,0.0006606686,0.01401534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003876455,"threshold_uncertainty_score":0.012968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232761030","doi":"10.1080/10543414.2000.10744543","title":"Guest Editor's Foreword","year":2000,"lang":"en","type":"article","venue":"Polymer Reaction Engineering","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Waterloo","keywords":"Philosophy; Chemistry; Polymer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01265043407119077,"gpt":0.2642978589358245,"spread":0.2516474248646338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003421491,0.001561965,0.001900401,0.001419428,0.002236528,0.004562489,0.002357441,0.01566742,0.02835741],"category_scores_gemma":[0.01518049,0.0007363709,0.00151995,0.0008245426,0.001334251,0.00225696,0.001680668,0.01478367,0.01336256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357303,"about_ca_system_score_gemma":0.001671626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105105,"about_ca_topic_score_gemma":0.002217266,"domain_scores_codex":[0.9980725,0.0002733989,0.0002348345,0.0003054532,0.0008654256,0.0002482746],"domain_scores_gemma":[0.9895606,0.003356909,0.0008955306,0.0005488039,0.00398427,0.001653863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003563293,0.00001240267,0.0000464796,0.0001080557,0.000009024112,0.0002348141,0.0000145748,0.0000160729,0.0001213891,0.0003823113,0.9933548,0.005664452],"study_design_scores_gemma":[0.00003664148,0.00003716979,0.0004446006,0.0001707156,0.00003078339,0.000386632,0.00007312981,0.0001240088,0.0002670634,0.0006194611,0.9977947,0.00001496904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001539912,0.002191328,0.0001470304,0.09164252,0.9022203,0.00002097392,0.00004266861,0.00005499635,0.00352613],"genre_scores_gemma":[0.002234425,0.00245341,0.0002869411,0.1240834,0.8251333,0.00005548077,0.00004996025,0.00008204862,0.04562111],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9716426,"threshold_uncertainty_score":0.09486502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}