{"meta":{"query_hash":"d17c7bfb3773","filters":{"venue":"Polymer Reaction Engineering"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/d17c7bfb3773","api":"https://metacan.xera.ac/api/v1/cohort?venue=Polymer+Reaction+Engineering"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.011240619799419125,"score_gpt":0.21658609819173086,"score_spread":0.20534547839231174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974286700","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4833221,0.0005867084,0.51233155,0.00015267498,0.0000750058,0.000048548445,0.00015066403,0.00090894324,0.0024237712],"genre_scores_gemma":[0.93672705,0.00018904798,0.06060779,0.00001845311,0.000012172393,0.000053188633,0.00018340939,0.000030462965,0.0021785367],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981934,0.00004565856,0.000010711941,0.000044403278,0.00006176483,0.00001812521],"domain_scores_gemma":[0.99948007,0.0002690691,0.000063694235,0.000029490155,0.0001479902,0.0000096786425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074417144,0.00057629775,0.00038465054,0.00040679466,0.00019166271,0.00033496605,0.00033625565,0.00045855038,0.00065967406],"category_scores_gemma":[0.0020370376,0.00017417409,0.0002059811,0.0003050312,0.00018780977,0.00059836416,0.00016865195,0.0005625361,0.00021943389],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002096834,0.00014204216,0.0037125542,0.00014068042,0.000056270805,0.000091919195,0.000057306162,0.7700409,0.056514837,0.0020478754,0.00052192016,0.16646403],"study_design_scores_gemma":[0.0000020900547,0.000012933417,0.00053162733,0.0000020973746,0.0000038801954,0.000007844095,0.0000017980201,0.9901849,0.00886623,0.00028216507,0.00010152393,0.0000029764199],"about_ca_topic_score_codex":0.0014187341,"about_ca_topic_score_gemma":0.0014261303,"teacher_disagreement_score":0.0014187341,"about_ca_system_score_codex":0.0003249497,"about_ca_system_score_gemma":0.0003011614,"threshold_uncertainty_score":0.003935635},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.009196346827288449,"score_gpt":0.19858760812693724,"score_spread":0.18939126129964878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982588095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96772766,0.0016385706,0.02880734,0.00011419963,0.000032977434,0.00007610078,0.00006914764,0.00016809198,0.001365928],"genre_scores_gemma":[0.98690236,0.001192886,0.009734562,0.000032534525,0.000009953138,0.000034137793,0.00006747549,0.000037423946,0.001988657],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987364,0.00001611384,0.000009460163,0.000040524872,0.000044250668,0.000016089884],"domain_scores_gemma":[0.9998041,0.000071020615,0.000068173424,0.000019808438,0.000019414603,0.000017454999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025763302,0.00034149212,0.00015900497,0.00022930549,0.00011230432,0.0002718976,0.00033085758,0.00023351403,0.00045676634],"category_scores_gemma":[0.00041081136,0.00016280237,0.00013845119,0.00013748856,0.00034617257,0.0006162667,0.00023849054,0.00044230215,0.00015625687],"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":[0.000020847827,0.000012626084,0.00005285596,0.000018841502,0.0000011205849,0.000019641826,0.00001319695,0.0001172,0.99835,0.00009691761,0.000007841187,0.001288956],"study_design_scores_gemma":[0.000007129523,0.000047670812,0.000113391,8.741245e-7,0.0000015429456,0.000023580607,0.0000019440945,0.0009820125,0.99848074,0.000036583817,0.0003029605,0.0000016078315],"about_ca_topic_score_codex":0.00054164854,"about_ca_topic_score_gemma":0.000606891,"teacher_disagreement_score":0.0005572232,"about_ca_system_score_codex":0.0005572232,"about_ca_system_score_gemma":0.00019402047,"threshold_uncertainty_score":0.004042983},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.022381814646590222,"score_gpt":0.2608873077937606,"score_spread":0.2385054931471704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003691366","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9046842,0.00063852593,0.08928429,0.00011359341,0.000078922385,0.00014559625,0.00065491855,0.0012263656,0.0031736325],"genre_scores_gemma":[0.90999067,0.0012035618,0.081433214,0.00007058811,0.000034285655,0.00018694527,0.00047573016,0.0001848378,0.006420094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999627,0.000058630118,0.000021064634,0.00009721831,0.00015986197,0.000036096797],"domain_scores_gemma":[0.9995727,0.00011861571,0.00009456445,0.000038263028,0.00013743494,0.00003840495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045318808,0.0004965573,0.00046986676,0.0004951323,0.0002598996,0.00028069227,0.00038963562,0.0002466979,0.0014719584],"category_scores_gemma":[0.0006864857,0.00022653499,0.00015719266,0.00033365807,0.00019045745,0.0004800148,0.00021495763,0.00075021107,0.000512098],"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":[0.000043760632,0.000020450683,0.00018539981,0.000013820427,0.0000021460019,0.000008546718,0.000010082968,0.000045386798,0.9973283,0.000019540717,0.00003183915,0.0022907502],"study_design_scores_gemma":[0.0000025475333,0.000051400988,0.00046187718,6.393675e-7,0.0000043160953,0.000030706196,0.0000047426684,0.0013307487,0.99791795,0.000010849265,0.0001823989,0.0000018810811],"about_ca_topic_score_codex":0.0005730051,"about_ca_topic_score_gemma":0.0008469797,"teacher_disagreement_score":0.0014719584,"about_ca_system_score_codex":0.0003113345,"about_ca_system_score_gemma":0.0002584237,"threshold_uncertainty_score":0.0049242377},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.011753152179901475,"score_gpt":0.20498289135603845,"score_spread":0.19322973917613698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016798115","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4116771,0.0011838892,0.5744952,0.00061570643,0.000082158374,0.00011843583,0.00018144347,0.0003392726,0.011306785],"genre_scores_gemma":[0.96725744,0.0008267139,0.025186675,0.000053207696,0.000016471113,0.00012168904,0.00007089074,0.000059924434,0.0064069773],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988985,0.000024269388,0.0000066789785,0.00002213309,0.0000412506,0.000015771577],"domain_scores_gemma":[0.99942124,0.00030910393,0.00014316278,0.000032552387,0.000072268434,0.00002154378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004874794,0.00051749067,0.0003723591,0.00040254777,0.00022324666,0.0005841461,0.0006255413,0.0010454386,0.00066300126],"category_scores_gemma":[0.0014570722,0.000361389,0.0005824452,0.00017693939,0.0006085154,0.0006788216,0.00038454897,0.00045159165,0.00024244562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030337435,0.000024008823,0.00035654023,0.000048127837,0.000008451279,0.00013266173,0.00004433076,0.95434105,0.028959999,0.013701391,0.00010508548,0.0022480201],"study_design_scores_gemma":[0.0000030552526,0.000009945765,0.00007378687,0.0000012755977,0.0000019657984,0.000011873442,0.0000020521466,0.99751616,0.0018841823,0.00038513582,0.00010801766,0.000002691796],"about_ca_topic_score_codex":0.0023997633,"about_ca_topic_score_gemma":0.0012482158,"teacher_disagreement_score":0.0023997633,"about_ca_system_score_codex":0.00092590216,"about_ca_system_score_gemma":0.00046921504,"threshold_uncertainty_score":0.0067179203},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Styrene; Alpha (finance); Chemistry; Materials science; Polymer chemistry; Organic chemistry; Polymer; Copolymer","score_opus":0.01967710172388436,"score_gpt":0.2363034671356428,"score_spread":0.21662636541175842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031547224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99248284,0.0022371649,0.002200391,0.000027849188,0.000010895066,0.000027711634,0.00034015652,0.00008032595,0.0025926742],"genre_scores_gemma":[0.99247724,0.0020262022,0.0026188367,0.000029500767,0.000009830753,0.000034785106,0.00058136514,0.000050264927,0.0021720063],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99977916,0.000024354107,0.000016932005,0.000044859466,0.000077014905,0.00005766561],"domain_scores_gemma":[0.9994305,0.00020179691,0.00016046544,0.000024309327,0.00013252578,0.000050397437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029854706,0.0003125717,0.00024303512,0.00041466107,0.0001596176,0.00029402666,0.00013161873,0.00021834738,0.0014747487],"category_scores_gemma":[0.00051479635,0.00019592878,0.00022494016,0.00036449678,0.00015641816,0.00042098656,0.000117562275,0.00045121188,0.0004094277],"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":[0.00009333638,0.000015545605,0.00064390065,0.00004434199,0.0000073759734,0.000023674218,0.000024831814,0.00015190178,0.9967163,0.000042671218,0.000025524898,0.002210547],"study_design_scores_gemma":[0.000001617895,0.00021393664,0.005665714,0.00000304304,0.000013246769,0.00005416542,0.00001294334,0.00037152352,0.9931764,0.000012976575,0.00047102905,0.0000032952944],"about_ca_topic_score_codex":0.00026309406,"about_ca_topic_score_gemma":0.00084092264,"teacher_disagreement_score":0.0014747487,"about_ca_system_score_codex":0.00015987732,"about_ca_system_score_gemma":0.00012820658,"threshold_uncertainty_score":0.0049334764},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.005882932845040902,"score_gpt":0.2198329895062069,"score_spread":0.21395005666116598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059055299","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9393057,0.00006959029,0.058133386,0.0000808155,0.00001381806,0.000028864888,0.0006214381,0.0007801087,0.00096619833],"genre_scores_gemma":[0.9925687,0.000048441416,0.0066815536,0.0000048636416,0.0000072411394,0.000010303067,0.0003993575,0.000014693285,0.0002647773],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963856,0.00007050338,0.000016915876,0.000069393056,0.00017363236,0.000031022155],"domain_scores_gemma":[0.99898416,0.00046871632,0.00015120719,0.00009556492,0.00026299572,0.00003737982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040993094,0.00033893518,0.00021064392,0.00082720845,0.00019029334,0.00030176094,0.000240211,0.00020784781,0.00063348725],"category_scores_gemma":[0.0012221471,0.00011017264,0.00021432892,0.0008657665,0.00020955356,0.00030346573,0.00017752647,0.00039611085,0.00011634868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010992219,0.0011063582,0.09815776,0.00030581708,0.00020365058,0.00055173575,0.00046091469,0.12352273,0.47558138,0.002162162,0.0025942838,0.29425398],"study_design_scores_gemma":[0.000025040226,0.0005665763,0.1712217,0.0000054526304,0.000058422498,0.0002821822,0.00007736779,0.6587213,0.16701935,0.0006607591,0.0013096832,0.000052168503],"about_ca_topic_score_codex":0.0026307232,"about_ca_topic_score_gemma":0.001870296,"teacher_disagreement_score":0.0026307232,"about_ca_system_score_codex":0.00028183515,"about_ca_system_score_gemma":0.00023762486,"threshold_uncertainty_score":0.0052307844},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.010424782177982502,"score_gpt":0.21944615281165514,"score_spread":0.20902137063367263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073011556","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.090211354,0.00031625037,0.8998648,0.00017870602,0.00008794469,0.00015835314,0.000108575245,0.0015217777,0.0075522903],"genre_scores_gemma":[0.92160076,0.00011923031,0.07612943,0.00004910592,0.000014380556,0.00014326398,0.00006288469,0.000020814143,0.0018600925],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997725,0.000035577676,0.000014389274,0.000053192536,0.00008749591,0.000036882237],"domain_scores_gemma":[0.9998216,0.00005184196,0.00003879245,0.000014339868,0.000058079124,0.000015474545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000499126,0.0006195339,0.0004694486,0.0002771285,0.00044014913,0.0008373018,0.000676644,0.0004963006,0.0014346445],"category_scores_gemma":[0.00047204873,0.00027516106,0.00052153313,0.00021092327,0.00046322486,0.00040736783,0.0004366119,0.00060504925,0.00029121176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001746075,0.00012522959,0.0004315432,0.000121909514,0.000038367183,0.00009880784,0.000087299035,0.89167106,0.051537853,0.004074281,0.0007465473,0.050892513],"study_design_scores_gemma":[0.000033763372,0.00007050324,0.00017125535,0.0000052472346,0.000011423759,0.000010786483,0.0000046038563,0.99315804,0.005479563,0.0006251218,0.00042038073,0.000009289472],"about_ca_topic_score_codex":0.013554668,"about_ca_topic_score_gemma":0.010522724,"teacher_disagreement_score":0.013554668,"about_ca_system_score_codex":0.000981228,"about_ca_system_score_gemma":0.0010828215,"threshold_uncertainty_score":0.026951551},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.019096702787140006,"score_gpt":0.22947665883356377,"score_spread":0.21037995604642376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090775636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5511207,0.0003410698,0.4344576,0.0002557387,0.000079281555,0.00026327206,0.00055693416,0.00081714604,0.012108217],"genre_scores_gemma":[0.9445883,0.00027180734,0.04973733,0.00004143462,0.0000121870435,0.0002286057,0.00033445406,0.00009117116,0.004694634],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998115,0.000045675708,0.000012331258,0.0000332134,0.00006962954,0.000027746684],"domain_scores_gemma":[0.99958616,0.000252471,0.00003348385,0.00005131217,0.000051028543,0.000025628047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005763867,0.00041499603,0.0006368006,0.00036449239,0.00038613332,0.0008675378,0.0010808989,0.0013195549,0.0018101997],"category_scores_gemma":[0.0011745095,0.0003560236,0.0008787296,0.00038653458,0.00048428835,0.00081287534,0.0006205938,0.0006931855,0.0002331245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012671835,0.000028395894,0.00024769976,0.0000164483,0.0000070483793,0.00003495551,0.000015952628,0.99337125,0.0029806986,0.0019331689,0.000043102835,0.0013085079],"study_design_scores_gemma":[0.0000051546876,0.000010851928,0.000060386632,0.0000011488683,0.0000017099063,0.000006000416,0.0000027578374,0.9981591,0.0011067262,0.00041767827,0.00022641219,0.0000020064651],"about_ca_topic_score_codex":0.0053535956,"about_ca_topic_score_gemma":0.0026411603,"teacher_disagreement_score":0.0053535956,"about_ca_system_score_codex":0.0008047218,"about_ca_system_score_gemma":0.0009809536,"threshold_uncertainty_score":0.010644853},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.016564385934274218,"score_gpt":0.20969480304281857,"score_spread":0.19313041710854434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319181979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88250315,0.0019252151,0.10017609,0.00048081903,0.00014293406,0.00028874795,0.0020330863,0.002271703,0.0101782605],"genre_scores_gemma":[0.91931975,0.001860694,0.06254587,0.00024867427,0.000072433795,0.000410907,0.0008657562,0.0006606686,0.014015344],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951756,0.000048177033,0.000030908137,0.00012283,0.00021596906,0.000064526794],"domain_scores_gemma":[0.997569,0.0013762255,0.00025294814,0.0003037744,0.00042654137,0.000071436225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056068273,0.00067629677,0.0005796595,0.0007620081,0.00062225544,0.00051306223,0.00048239547,0.0006108519,0.0038764551],"category_scores_gemma":[0.0017576573,0.00028059594,0.00023647827,0.0007751217,0.0007618622,0.0007918767,0.0003889676,0.0014242404,0.0010018207],"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":[0.00006113987,0.0000145119,0.00023232994,0.000032574364,0.0000028087031,0.00008486682,0.000119441844,0.000036346228,0.9953603,0.00013934527,0.0001378643,0.0037783557],"study_design_scores_gemma":[0.0000045932416,0.000063501786,0.0031029219,0.000003788682,0.000007684365,0.00018488492,0.000052875883,0.00048034822,0.99436605,0.00004261142,0.0016818045,0.00000882422],"about_ca_topic_score_codex":0.0014483795,"about_ca_topic_score_gemma":0.0018123068,"teacher_disagreement_score":0.0038764551,"about_ca_system_score_codex":0.000431211,"about_ca_system_score_gemma":0.0003159398,"threshold_uncertainty_score":0.012968004},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Philosophy; Chemistry; Polymer science","score_opus":0.012650434071190772,"score_gpt":0.2642978589358245,"score_spread":0.25164742486463376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232761030","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015399123,0.002191328,0.00014703041,0.09164252,0.9022203,0.000020973916,0.000042668613,0.000054996348,0.0035261302],"genre_scores_gemma":[0.002234425,0.0024534098,0.00028694113,0.124083355,0.8251333,0.000055480774,0.000049960254,0.00008204862,0.045621112],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980725,0.00027339894,0.00023483452,0.00030545323,0.0008654256,0.00024827462],"domain_scores_gemma":[0.9895606,0.0033569094,0.00089553057,0.00054880395,0.0039842697,0.0016538633],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034214908,0.0015619647,0.0019004008,0.001419428,0.0022365279,0.004562489,0.0023574415,0.015667422,0.028357405],"category_scores_gemma":[0.015180491,0.0007363709,0.0015199495,0.0008245426,0.0013342509,0.0022569601,0.0016806681,0.014783671,0.013362559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035632933,0.000012402666,0.000046479603,0.000108055734,0.000009024112,0.00023481408,0.000014574801,0.000016072896,0.00012138911,0.00038231126,0.9933548,0.0056644515],"study_design_scores_gemma":[0.000036641475,0.000037169793,0.0004446006,0.00017071563,0.000030783387,0.00038663205,0.000073129806,0.00012400877,0.00026706338,0.0006194611,0.99779475,0.000014969037],"about_ca_topic_score_codex":0.0010510499,"about_ca_topic_score_gemma":0.002217266,"teacher_disagreement_score":0.9716426,"about_ca_system_score_codex":0.0013573025,"about_ca_system_score_gemma":0.0016716262,"threshold_uncertainty_score":0.094865024},"labels":[],"label_agreement":null}]}