{"meta":{"query_hash":"ef53b0702dae","filters":{"venue":"Archives in Chemical Research"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/ef53b0702dae","api":"https://metacan.xera.ac/api/v1/cohort?venue=Archives+in+Chemical+Research"},"results":[{"id":"W3034198542","doi":"","title":"Petrochemistry and Chemical Engineering 2015: In situ ultrasonic measurements: A powerful tool to follow the synthesis of zeolites from coal fly ash","year":2019,"lang":"en","type":"article","venue":"Archives in Chemical Research","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Petrochemistry; Fly ash; Coal; In situ; Waste management; Ultrasonic sensor; Environmental science; Process engineering; Chemical engineering; Engineering; Chemistry; Environmental engineering; Organic chemistry","score_opus":0.02455627084310277,"score_gpt":0.3062750375165367,"score_spread":0.28171876667343393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034198542","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":[0.87163615,0.0067167347,0.094599545,0.0011817868,0.0003056101,0.00018458588,0.0032885552,0.0013527711,0.020734226],"genre_scores_gemma":[0.9340569,0.003802206,0.044896465,0.00036417376,0.00005030791,0.000056363093,0.0010365252,0.00016633155,0.015570618],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966395,0.000028150758,0.000013686859,0.000058918322,0.00020057337,0.000034676515],"domain_scores_gemma":[0.99973387,0.000076773824,0.000052776697,0.000025316307,0.00008993858,0.00002126326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066384376,0.00032478926,0.00020793742,0.0010171817,0.0004105285,0.00084298727,0.00030674745,0.00054588454,0.003490315],"category_scores_gemma":[0.00046089466,0.00035198245,0.0002246403,0.00073431566,0.00056733354,0.000677363,0.0005594485,0.0009288723,0.0009961752],"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":[0.00006937991,0.000029228742,0.004720129,0.00016229003,0.000020675408,0.000071124785,0.00014064978,0.00026697456,0.974946,0.00037431778,0.0007488401,0.018450402],"study_design_scores_gemma":[0.000007213123,0.00014209632,0.01072267,0.000017993287,0.000025608591,0.00018591803,0.00021589773,0.0039354647,0.97514254,0.00024003981,0.009343243,0.000021386231],"about_ca_topic_score_codex":0.002621542,"about_ca_topic_score_gemma":0.008613988,"teacher_disagreement_score":0.003490315,"about_ca_system_score_codex":0.000464823,"about_ca_system_score_gemma":0.00048941607,"threshold_uncertainty_score":0.0116763115},"labels":[],"label_agreement":null},{"id":"W3034377821","doi":"","title":"Sustainable Bioplastics 2016 - Extending polylactide applications by overcoming its drawbacks","year":2020,"lang":"en","type":"article","venue":"Archives in Chemical Research","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bioplastic; Business; Risk analysis (engineering); Computer science; Engineering; Waste management","score_opus":0.04564927933379705,"score_gpt":0.3318108850805634,"score_spread":0.28616160574676636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034377821","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":[0.63901025,0.1350724,0.11259599,0.0036632973,0.0013298435,0.00029597376,0.0005160324,0.0012132725,0.10630296],"genre_scores_gemma":[0.892522,0.04053571,0.032540064,0.0006825522,0.00018421205,0.0002294446,0.00054904533,0.00023711091,0.032519855],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995732,0.000046738147,0.000044787732,0.00006433584,0.00020594147,0.000065064916],"domain_scores_gemma":[0.999635,0.000051575684,0.00008752493,0.000038863927,0.00012615784,0.000060888073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066576665,0.00060780125,0.00043517505,0.000749968,0.00040452663,0.0016739969,0.00041255128,0.0008976827,0.002141987],"category_scores_gemma":[0.00040356827,0.0003345126,0.0007122345,0.0007711525,0.00035769012,0.0015789045,0.001030596,0.0013818468,0.0020669675],"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":[0.00007273233,0.00011162596,0.00081716885,0.0013538679,0.000028739523,0.0006858903,0.00017849724,0.0016042505,0.9347857,0.005467962,0.0009732346,0.053920254],"study_design_scores_gemma":[0.000010962235,0.000486876,0.0016968736,0.000275494,0.00007245516,0.0014407197,0.00018009021,0.0046512834,0.8599392,0.003131011,0.12807463,0.000040336905],"about_ca_topic_score_codex":0.0004360539,"about_ca_topic_score_gemma":0.0011405449,"teacher_disagreement_score":0.002141987,"about_ca_system_score_codex":0.0007695683,"about_ca_system_score_gemma":0.00071419444,"threshold_uncertainty_score":0.0071656704},"labels":[],"label_agreement":null},{"id":"W3034708404","doi":"","title":"Biofuels 2015 - Upgrading liquids from fast pyrolysis of biomass","year":2020,"lang":"en","type":"article","venue":"Archives in Chemical Research","topic":"Thermochemical Biomass Conversion Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biofuel; Biomass (ecology); Pyrolysis; Bioenergy; Environmental science; Pyrolysis oil; Pulp and paper industry; Waste management; Chemistry; Process engineering; Engineering; Agronomy; Biology","score_opus":0.04158962559485423,"score_gpt":0.30798786584173826,"score_spread":0.266398240246884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034708404","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":[0.761669,0.056835383,0.045761924,0.0016193266,0.0029078096,0.00079755666,0.010169226,0.0016633403,0.11857649],"genre_scores_gemma":[0.8661778,0.032513082,0.03164796,0.00048431702,0.00013872402,0.00024130967,0.0123733375,0.0004676378,0.055955924],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994734,0.000041008207,0.000053669133,0.000058824342,0.00028029128,0.00009289942],"domain_scores_gemma":[0.9998211,0.000019169796,0.000017999531,0.00002497334,0.000093614624,0.000023145736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085277186,0.0008739042,0.0006394985,0.0018552038,0.00057137996,0.0016974743,0.0005214362,0.00071907433,0.005015795],"category_scores_gemma":[0.0004852298,0.00029697124,0.0013275923,0.0021721583,0.00029578956,0.0013411656,0.0009288126,0.0011122714,0.0037419277],"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":[0.0007252374,0.000416207,0.003090091,0.0020138782,0.00008455798,0.00077403005,0.0001272789,0.003617502,0.7272087,0.005894947,0.004524194,0.25152338],"study_design_scores_gemma":[0.000036206457,0.00043001343,0.003834331,0.0002160891,0.000053326377,0.00034859998,0.0001340496,0.0014323231,0.87108964,0.0021729646,0.12021669,0.00003575479],"about_ca_topic_score_codex":0.0018302483,"about_ca_topic_score_gemma":0.0026255285,"teacher_disagreement_score":0.005015795,"about_ca_system_score_codex":0.0010223566,"about_ca_system_score_gemma":0.0008004492,"threshold_uncertainty_score":0.016779482},"labels":[],"label_agreement":null},{"id":"W3034788608","doi":"","title":"Petrochemistry-2015: Processing of heavy oils and oil sands","year":2019,"lang":"en","type":"article","venue":"Archives in Chemical Research","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Petroleum; Asphaltene; Extraction (chemistry); Environmental science; Chemistry; Unconventional oil; Light crude oil; Environmental chemistry; Waste management; Pulp and paper industry; Petroleum engineering; Fossil fuel; Geology; Materials science; Organic chemistry; Asphalt","score_opus":0.02282137094485128,"score_gpt":0.3465123821659008,"score_spread":0.32369101122104954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034788608","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":[0.8926426,0.008569385,0.019923046,0.0011343223,0.0003503867,0.00027785703,0.001780321,0.00044140837,0.0748807],"genre_scores_gemma":[0.94313294,0.0062380624,0.010955593,0.00022611248,0.00005820877,0.000056994733,0.0012748903,0.0001328281,0.03792438],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972385,0.00001665164,0.000014476995,0.000031917574,0.00016250748,0.0000505518],"domain_scores_gemma":[0.99992096,0.0000071285876,0.0000114681225,0.000009414959,0.000038162787,0.000012870785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031370707,0.0004014238,0.00024394119,0.000640226,0.0007491048,0.00066217437,0.00030330778,0.00045196418,0.0049204933],"category_scores_gemma":[0.00017033888,0.0001915268,0.0004425242,0.00057601766,0.00028006113,0.0005147218,0.00053956424,0.0005787811,0.0020900609],"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":[0.0004968298,0.0001695637,0.0067394357,0.0013844423,0.00005109344,0.001002473,0.00023293386,0.0024522527,0.9050629,0.0031668537,0.0035729366,0.07566818],"study_design_scores_gemma":[0.0000146700395,0.00018597118,0.011406015,0.00006168358,0.00003622147,0.00091232714,0.00024236944,0.0018015313,0.92878234,0.00094196765,0.055593792,0.000021202277],"about_ca_topic_score_codex":0.0042014914,"about_ca_topic_score_gemma":0.007394487,"teacher_disagreement_score":0.0049204933,"about_ca_system_score_codex":0.00088861445,"about_ca_system_score_gemma":0.0012266354,"threshold_uncertainty_score":0.016460657},"labels":[],"label_agreement":null},{"id":"W3035562112","doi":"","title":"Petrochemistry 2015 :The impact of abandoned fracking sites on brownfield funding","year":2019,"lang":"en","type":"article","venue":"Archives in Chemical Research","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Brownfield; Petrochemistry; Environmental science; Environmental planning; Natural resource economics; Business; Environmental protection; Redevelopment; Engineering; Environmental engineering; Economics; Civil engineering","score_opus":0.030382213701574654,"score_gpt":0.3522195135396394,"score_spread":0.3218372998380647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035562112","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":[0.82159495,0.0033247264,0.0021994566,0.020810567,0.00035271054,0.00016996765,0.003550176,0.0002605297,0.1477369],"genre_scores_gemma":[0.96397084,0.0018021602,0.0015371548,0.0014979208,0.00006663108,0.00002841676,0.0012554617,0.00005242367,0.029788991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952384,0.00058063946,0.00015530708,0.0003357869,0.0025699765,0.0011198173],"domain_scores_gemma":[0.98274577,0.0026474355,0.0032970638,0.00073330227,0.008122514,0.0024538704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042133606,0.00019449019,0.00020758243,0.001819,0.0035545048,0.0059170704,0.0012754477,0.000953846,0.013274662],"category_scores_gemma":[0.010961366,0.0002965921,0.00030091943,0.0033876596,0.002529542,0.0013556385,0.0017757051,0.0014701372,0.001546538],"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":[0.00050857477,0.00025315268,0.70170045,0.00073450827,0.0001152022,0.0021500706,0.0033113277,0.004504881,0.0075838873,0.043620124,0.07139652,0.16412126],"study_design_scores_gemma":[0.000035564157,0.00023449301,0.68188673,0.00053620466,0.00007404732,0.0008003363,0.011339546,0.0029566688,0.006126515,0.0042017167,0.29172525,0.00008295097],"about_ca_topic_score_codex":0.4275979,"about_ca_topic_score_gemma":0.65046537,"teacher_disagreement_score":0.4275979,"about_ca_system_score_codex":0.019576887,"about_ca_system_score_gemma":0.030946238,"threshold_uncertainty_score":0.85021806},"labels":[],"label_agreement":null},{"id":"W3045512079","doi":"","title":"Biofuels and Bioenergy 2018 - Canadian bioenergy landscape: Key drivers and future potential","year":2019,"lang":"en","type":"article","venue":"Archives in Chemical Research","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biofuel; Bioenergy; Natural resource economics; Renewable energy; Renewable fuels; Agricultural economics; Energy source; Fossil fuel; Biomass (ecology); Environmental science; Engineering; Agroforestry; Waste management; Business; Economics; Ecology","score_opus":0.014105162257602846,"score_gpt":0.2386597284986225,"score_spread":0.22455456624101966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045512079","genre_codex":"other","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":[0.027197214,0.07719425,0.0022388552,0.40195954,0.007778223,0.00023089352,0.031614155,0.0007815594,0.45100528],"genre_scores_gemma":[0.30006477,0.2213758,0.016303007,0.03384626,0.0012213977,0.00017744396,0.03017821,0.00064762734,0.3961855],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9984138,0.000053417993,0.000024462744,0.00009982242,0.00079522515,0.00061328575],"domain_scores_gemma":[0.9973688,0.00005416934,0.000039228147,0.000027936796,0.0016161533,0.00089372904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014275175,0.0009893087,0.000524943,0.0027709669,0.009249883,0.010218527,0.0018133932,0.0021906558,0.047590345],"category_scores_gemma":[0.0020921603,0.0003304226,0.00074043823,0.0076448685,0.00251809,0.0044435845,0.0031214103,0.0035989282,0.0049037393],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010465578,0.000071822484,0.009001937,0.0009874542,0.00003175968,0.00028378886,0.0011103036,0.0007702264,0.0012952945,0.11313337,0.6798578,0.19335155],"study_design_scores_gemma":[0.000006167814,0.00001197072,0.011320014,0.00041872272,0.0000146500715,0.000056473873,0.0035546229,0.00043425238,0.00024472646,0.0063936003,0.97750425,0.00004054078],"about_ca_topic_score_codex":0.9858267,"about_ca_topic_score_gemma":0.9917253,"teacher_disagreement_score":0.104323,"about_ca_system_score_codex":0.104323,"about_ca_system_score_gemma":0.23629141,"threshold_uncertainty_score":0.75691986},"labels":[],"label_agreement":null},{"id":"W3201789062","doi":"","title":"Enzymatic Hydrolysis of Flaxseed to Produce Alpha-Linoleic and Linolenic Acid","year":2020,"lang":"en","type":"article","venue":"Archives in Chemical Research","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lipase; Food science; Chemistry; Linoleic acid; Hydrolysis; Fatty acid; Linolenic acid; Biochemistry; Enzyme","score_opus":0.04051398834992679,"score_gpt":0.3355034358979256,"score_spread":0.2949894475479988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201789062","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":[0.9704955,0.0067490833,0.015248469,0.0002876001,0.00009313068,0.00015978409,0.00070908456,0.00012974926,0.0061276774],"genre_scores_gemma":[0.9759754,0.003276441,0.011967424,0.00008104649,0.000009822964,0.000048793525,0.0014117286,0.000034799203,0.0071947225],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998448,0.0000196615,0.00001806951,0.000029734136,0.000044792687,0.000042866064],"domain_scores_gemma":[0.9999447,0.0000111982,0.000011675533,0.000006834429,0.000015956279,0.000009583555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021894254,0.0005638997,0.00028933404,0.00030015357,0.00013429484,0.00028770507,0.00019527397,0.00027730534,0.0009833421],"category_scores_gemma":[0.00023855649,0.00011027397,0.0005228554,0.00039309319,0.0001009103,0.0002983971,0.00029361795,0.00037922853,0.00069856213],"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":[0.00004587055,0.00001745695,0.00013487351,0.000053583022,0.000006625241,0.00008010227,0.000014074825,0.00010791775,0.99735403,0.0000306365,0.000023864237,0.0021308854],"study_design_scores_gemma":[0.0000036520587,0.00008372136,0.001173348,0.00001113482,0.000009649369,0.00010825972,0.000025203219,0.0002940375,0.9965996,0.000023650055,0.0016621447,0.0000056559984],"about_ca_topic_score_codex":0.0023900864,"about_ca_topic_score_gemma":0.004247569,"teacher_disagreement_score":0.0023900864,"about_ca_system_score_codex":0.0002910674,"about_ca_system_score_gemma":0.00029022642,"threshold_uncertainty_score":0.004752338},"labels":[],"label_agreement":null}]}