{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":112,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":112,"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"},"query_hash":"37405bbf3a30","filters":{"topic":"Chemical and Environmental Engineering Research"}},"results":[{"id":"W2107570896","doi":"10.1002/cjce.5450780116","title":"Modelling FCC units under steady and unsteady state conditions","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Western University","funders":"National Environmental Engineering Research Institute","keywords":"Steady state (chemistry); Mechanics; Environmental science; Materials science; Thermodynamics; Physics; Chemistry; Physical chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01601815399753801,"gpt":0.1908101070449914,"spread":0.1747919530474534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001276761,0.00009815139,0.0001163152,0.00007039361,0.00006572282,0.00009743196,0.0004145945,0.00003911804,0.00005067306],"category_scores_gemma":[0.00001866037,0.0000764935,0.00003073733,0.0002266723,0.00006836549,0.0001830556,0.00002542304,0.000371357,0.000008252754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001244083,"about_ca_system_score_gemma":0.0001058869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000404392,"about_ca_topic_score_gemma":0.00001276422,"domain_scores_codex":[0.9992502,0.00000751223,0.000179714,0.00009194,0.0001793503,0.0002913143],"domain_scores_gemma":[0.9992359,0.00008528207,0.00002242472,0.0001501623,0.00002980977,0.000476481],"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":[0.000001536328,0.000003412112,0.000006120288,0.000008996933,0.00001942363,0.00002306772,0.0001834417,0.9797319,0.01723583,0.00124514,0.00007657944,0.00146455],"study_design_scores_gemma":[0.0002685176,0.00002224769,0.00006428904,0.00007448219,0.000008317121,0.0003001963,0.000007345201,0.9741449,0.02131696,0.001741709,0.001874698,0.0001762976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651939,0.0003841872,0.03321712,0.0009011699,0.00006097776,0.00004209989,0.00000607748,0.00001878594,0.0001757397],"genre_scores_gemma":[0.9986326,0.00001737219,0.001113442,0.00006414004,0.00004751152,0.0000011041,0.000001116097,0.00001049828,0.0001122595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03343872,"threshold_uncertainty_score":0.3119314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W421634287","doi":"10.1016/j.procir.2015.01.071","title":"Energy Use in Premanufacture (Mining)","year":2015,"lang":"en","type":"article","venue":"Procedia CIRP","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":26,"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":"HVAC; Energy consumption; Waste management; Product (mathematics); Life-cycle assessment; Engineering; Energy (signal processing); Process engineering; Production (economics); Supply chain; Environmental science; Manufacturing engineering; Mechanical engineering; Business; Air conditioning","retraction":null,"screen_n_in":null,"score":{"opus":0.02852619195584343,"gpt":0.2164145612882273,"spread":0.1878883693323838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007046803,0.00006729756,0.00006758646,0.00004402551,0.000009162188,0.0000521621,0.0003301452,0.00004261971,0.000005603923],"category_scores_gemma":[0.00006650326,0.00005886832,0.00001466232,0.0001421633,0.00001645987,0.0002867851,0.0002071448,0.0000832517,0.00002564387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005901481,"about_ca_system_score_gemma":0.00002383075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004733591,"about_ca_topic_score_gemma":0.00001204027,"domain_scores_codex":[0.9993187,0.000005302559,0.00007539569,0.0001919001,0.0002083142,0.0002003803],"domain_scores_gemma":[0.9996299,0.00003332201,0.00001025016,0.0001767301,0.000008296593,0.0001415152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001618989,0.00180236,0.2254568,0.0004739299,0.00008845412,0.0008005246,0.01792902,0.02578894,0.05815252,0.03330351,0.1002356,0.5358064],"study_design_scores_gemma":[0.003476625,0.0003729608,0.07137384,0.0001737987,0.000006585894,0.0001437177,0.0001309611,0.447489,0.2581981,0.02050118,0.1965228,0.001610412],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9379642,0.0003562116,0.05586715,0.0008323403,0.0002833838,0.0001096015,0.000001839931,0.0002467362,0.004338522],"genre_scores_gemma":[0.9943216,0.00001057626,0.004917159,0.0001083521,0.00004094915,0.00001534151,0.000001892417,0.000005671444,0.0005784639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.534196,"threshold_uncertainty_score":0.240058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154097977","doi":"10.13031/2013.22062","title":"ECONOMICS OF PELLET PRODUCTION FOR EXPORT MARKET","year":2006,"lang":"en","type":"article","venue":"","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tonne; Pellets; Pellet; Economic shortage; Agricultural economics; Investment (military); Production (economics); Business; Capital investment; Capital cost; Natural resource economics; Raw material; Environmental science; Waste management; Economics; Engineering; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.007094956866544748,"gpt":0.1842691515639691,"spread":0.1771741946974243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006787873,0.00002708925,0.00003848107,0.00001414526,0.000008765963,0.000006233777,0.000116585,0.00001183564,0.00003125045],"category_scores_gemma":[0.000004932263,0.00002385377,0.00002136138,0.00002861875,0.00001258729,0.00006536799,0.00004598741,0.00001465309,0.000003558544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001571986,"about_ca_system_score_gemma":0.000003821108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001074819,"about_ca_topic_score_gemma":8.034104e-7,"domain_scores_codex":[0.9997225,0.000001061181,0.00006920863,0.000101526,0.0000337559,0.00007191293],"domain_scores_gemma":[0.9998373,0.00001361938,0.00001014635,0.0001206645,0.000004485707,0.00001375825],"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":[0.00006771187,0.0007924518,0.00571805,0.0003958134,0.00003883702,0.000001890878,0.00009845423,0.02426722,0.4283698,0.1584877,0.2709281,0.110834],"study_design_scores_gemma":[0.0002510338,0.00005616999,0.00874084,0.000005516173,0.000001524691,0.000006536791,0.000005536982,0.1545083,0.7846031,0.01183939,0.03983815,0.0001438793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5430417,0.000031234,0.4311748,0.001129649,0.0001797328,0.0002027284,0.000002313815,0.00006178812,0.02417604],"genre_scores_gemma":[0.9328902,0.00001193517,0.05782028,0.00001038592,0.00007205986,0.00001271189,0.000002794781,0.000003599295,0.009176011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3898485,"threshold_uncertainty_score":0.09727285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037538617","doi":"10.1016/j.egypro.2011.02.192","title":"Process design and costing of an air-contactor for air-capture","year":2011,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Contactor; Activity-based costing; Process (computing); Engineering; Environmental science; Computer science; Business; Physics; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.02326079130582022,"gpt":0.2196147938082262,"spread":0.1963540025024059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000906925,0.00008351426,0.00009502836,0.00002306094,0.00003078804,0.000007011029,0.0002902542,0.00005062503,0.000003990537],"category_scores_gemma":[0.00004097073,0.00007120267,0.00001796434,0.0000879093,0.00003250716,0.0002358327,0.00007299736,0.00005301289,5.030773e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001160018,"about_ca_system_score_gemma":0.00001951498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002350578,"about_ca_topic_score_gemma":0.000001517511,"domain_scores_codex":[0.9993863,0.000006207249,0.00009599156,0.0002159166,0.0001173822,0.0001781711],"domain_scores_gemma":[0.9996589,0.00005430135,0.0000292277,0.000129087,0.00002387132,0.000104559],"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":[0.0006087726,0.001508625,0.003395304,0.001989288,0.0001748295,0.00004488512,0.01942478,0.009442186,0.5669771,0.0754022,0.0009527569,0.3200793],"study_design_scores_gemma":[0.0005194557,0.0003160774,0.002223369,0.00004252282,0.000005721793,0.00001463266,0.00005364854,0.1439125,0.8476909,0.004486487,0.0004903857,0.0002442455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2816406,0.0001832775,0.7173182,0.00005227149,0.00005854677,0.0001443712,0.00000294297,0.0000933058,0.0005064752],"genre_scores_gemma":[0.9439861,0.000006689601,0.05578589,0.00004998442,0.00003058883,0.00004471913,0.000002418639,0.000008966761,0.00008465664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6623455,"threshold_uncertainty_score":0.2903561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162762822","doi":"10.22201/ib.20078706e.2007.002.422","title":"Análisis Filogenéticos Cuantitativos en el siglo XXI","year":2007,"lang":"es","type":"article","venue":"Revista Mexicana de Biodiversidad","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Geography; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.01231546655953598,"gpt":0.2793712719037033,"spread":0.2670558053441673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008628389,0.0003320324,0.0003584173,0.0001984693,0.0002030204,0.0003446368,0.001237666,0.0002171325,0.0003219683],"category_scores_gemma":[0.000200604,0.0003311484,0.0002388042,0.0006951437,0.0002508967,0.0002546458,0.0007450941,0.000420564,0.0008587946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005927579,"about_ca_system_score_gemma":0.0000856507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004959434,"about_ca_topic_score_gemma":0.000002079391,"domain_scores_codex":[0.9972627,0.00008642451,0.0003557742,0.000651956,0.0006615558,0.0009815863],"domain_scores_gemma":[0.9981655,0.0004339491,0.00009075618,0.0006417303,0.00004199661,0.0006260973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000319092,0.001357388,0.1521648,0.002529478,0.0008223277,0.002524899,0.00311562,0.000340539,0.5524696,0.06999791,0.03224954,0.1821088],"study_design_scores_gemma":[0.002382513,0.0009512505,0.4358632,0.0009712609,0.0003124386,0.0001601765,0.0007878668,0.01807466,0.1547958,0.0004451862,0.382377,0.002878688],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8981538,0.005763169,0.08764404,0.002343448,0.0003191442,0.000569915,0.0003339436,0.0002515615,0.004620977],"genre_scores_gemma":[0.9897492,0.001223386,0.008053212,0.0003051345,0.0001909814,0.000003713789,0.0000214073,0.0000201827,0.0004327733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3976738,"threshold_uncertainty_score":0.9999192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W257081982","doi":"10.1023/a:1025148022934","title":"Influence of temperature rise on kinetic parameters during batch propagation of Kluyveromyces fragilis in cheese whey under ambient conditions","year":2003,"lang":"en","type":"article","venue":"World Journal of Microbiology and Biotechnology","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"National Science Council","keywords":"Lactose; Oxygen; Chemistry; Growth rate; Yeast; Volume (thermodynamics); Chromatography; Biochemistry; Thermodynamics; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.004541403630255315,"gpt":0.2013107474258621,"spread":0.1967693437956068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001514992,0.0000804098,0.0001974598,0.0003294063,0.00002253678,0.000003815162,0.0002262868,0.000156315,0.000005745994],"category_scores_gemma":[0.0000556584,0.00006243438,0.00003272219,0.0003233785,0.0003213114,0.00006121992,0.00006573857,0.0003935702,8.033147e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003506457,"about_ca_system_score_gemma":0.00001592905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006365991,"about_ca_topic_score_gemma":0.00001018887,"domain_scores_codex":[0.9993464,0.0000468098,0.0002844261,0.000133274,0.00004631019,0.0001427904],"domain_scores_gemma":[0.9996434,0.0000395277,0.0001348173,0.0001297531,0.00002446036,0.00002806381],"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":[0.00002014052,0.00008400183,0.001690264,0.00002729995,0.00001446649,0.000008663414,0.0000367226,0.006497574,0.9900833,0.001437417,0.000009022366,0.00009114198],"study_design_scores_gemma":[0.0004412247,0.0002030811,0.02985601,0.0001113368,0.000003547661,0.0001617826,0.00001878669,0.00003515997,0.9684018,0.0006394173,0.00006877317,0.00005902555],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986395,0.0003040145,0.00008028524,0.000870274,0.00003134899,0.00005869721,0.000003437597,0.00000591096,0.000006535727],"genre_scores_gemma":[0.9987203,0.0001909166,0.001041542,0.00002499916,0.000002324446,0.000001442992,7.594774e-7,0.000002457891,0.00001521696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02816575,"threshold_uncertainty_score":0.2546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945289549","doi":"10.1615/ihtc3.1150","title":"THE FLASHING OF LIQUIDS AT HIGHER SUPERHEATS","year":2019,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 3","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Flashing; Computer science; Computer graphics (images); Metallurgy; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.01675299845540655,"gpt":0.2316717997305801,"spread":0.2149188012751735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001320647,0.00007798711,0.0001029354,0.00003989885,0.00003268394,0.00003562348,0.0007952843,0.00003090405,0.0001717178],"category_scores_gemma":[0.000009320235,0.00005613307,0.00005536904,0.00008593471,0.00006624281,0.0002149749,0.0001445652,0.0001038279,0.00002313385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005046526,"about_ca_system_score_gemma":0.00002001456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001935685,"about_ca_topic_score_gemma":9.541757e-7,"domain_scores_codex":[0.9990621,0.000003968216,0.000195138,0.0001667417,0.0004225079,0.0001496053],"domain_scores_gemma":[0.9996471,0.00009505561,0.00000550743,0.0001157406,0.00009312259,0.00004351739],"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":[0.0000333457,0.00003886047,0.01347251,0.00006558842,0.00003429729,3.743077e-7,0.0003978316,0.0001121828,0.8850381,0.09891907,0.00003682331,0.001851019],"study_design_scores_gemma":[0.000407904,0.0001096802,0.01083548,0.0001699475,0.000003108282,0.000004946051,0.00003729275,0.03269238,0.95259,0.001185639,0.001830501,0.0001331092],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793159,0.00007148022,0.00902638,0.001252661,0.0002910139,0.00009105307,0.000003739405,0.00002204828,0.009925695],"genre_scores_gemma":[0.9985993,0.00008007395,0.0003585842,0.00001338184,0.0000242209,0.00000786392,0.000001972765,0.000004898937,0.0009096946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09773343,"threshold_uncertainty_score":0.228904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025657572","doi":"10.1016/s0927-7757(01)00724-5","title":"Understanding the dynamic surface tension of solutions containing volatile organic compounds (VOCs)","year":2001,"lang":"en","type":"article","venue":"Colloids and Surfaces A Physicochemical and Engineering Aspects","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Surface tension; Evaporation; Diffusion; Chemistry; Mass transfer; Tension (geology); Thermodynamics; Surface diffusion; Chemical physics; Physical chemistry; Chromatography; Adsorption","retraction":null,"screen_n_in":null,"score":{"opus":0.02191720324257704,"gpt":0.2065867175515943,"spread":0.1846695143090173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001160925,0.0001517156,0.0002037499,0.00002585508,0.0001423015,0.00007184727,0.0002029772,0.00005190142,0.000003160816],"category_scores_gemma":[0.00002299174,0.0001161897,0.00004025358,0.0003128442,0.0001110479,0.0001380659,0.0003064943,0.0001929229,0.00000103863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008203706,"about_ca_system_score_gemma":0.00001384094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002337117,"about_ca_topic_score_gemma":0.000002567658,"domain_scores_codex":[0.9991035,0.000008550119,0.0001482944,0.0002477945,0.0001884747,0.000303396],"domain_scores_gemma":[0.9994417,0.00021086,0.0000282073,0.0001913592,0.00001548501,0.0001123767],"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":[0.000007427409,0.00002957048,0.0003223138,0.00003978116,0.00002249315,0.000003155116,0.000186531,0.006742637,0.9888486,0.003610879,0.00003097206,0.0001555998],"study_design_scores_gemma":[0.0003444554,0.00007281907,0.002855822,0.0000860693,0.00001028141,0.00003228807,0.0001367428,0.9805672,0.01348863,0.002086717,0.0001094303,0.0002095637],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383847,0.000837528,0.06007812,0.0003333015,0.00005038993,0.00007854603,0.000002381839,0.00007563613,0.00015944],"genre_scores_gemma":[0.9986833,0.0002687744,0.0009642653,0.0000126573,0.00001519691,0.000002408088,0.000002790809,0.00001168542,0.00003893022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.97536,"threshold_uncertainty_score":0.4738079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165123946","doi":"","title":"Environmental Impact Comparison of Steam Methane Reformation and Thermochemical Processes of Hydrogen Production","year":2010,"lang":"en","type":"article","venue":"JuSER (Forschungszentrum Jülich)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Atomic Energy of Canada Limited","keywords":"Hydrogen production; Steam reforming; Methane; Greenhouse gas; Thermochemical cycle; Natural gas; Hydrogen; Chemistry; Environmental science; Methane reformer; Waste management; Environmental chemistry; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.007827771746884564,"gpt":0.2481621994741208,"spread":0.2403344277272362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002049198,0.0001411728,0.0002284803,0.0000711477,0.00003452122,0.00001353149,0.0003539823,0.00009214996,0.00003869044],"category_scores_gemma":[0.00007306953,0.000111279,0.00005519693,0.0001901233,0.0001485088,0.0004210823,0.0002587698,0.0002332383,0.000007813058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000045564,"about_ca_system_score_gemma":0.00002226706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002664094,"about_ca_topic_score_gemma":0.000002807306,"domain_scores_codex":[0.9987896,0.00001435402,0.000312897,0.0002501401,0.0003755096,0.0002575138],"domain_scores_gemma":[0.9993331,0.00003823455,0.0001339672,0.0003465225,0.00001509669,0.0001330798],"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":[0.00002280136,0.0001929348,0.0139916,0.000138172,0.00002460602,2.348083e-7,0.0005654668,0.00006202492,0.9778137,0.0000511898,0.00002811007,0.007109115],"study_design_scores_gemma":[0.0002249614,0.0001121357,0.02263864,0.00001978108,0.00001010092,0.0000171124,0.00004549996,0.003410934,0.9730689,0.0001733362,0.0001608238,0.0001178006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989529,0.0001936612,0.0003341977,0.0001332416,0.00006217499,0.0001714675,0.000007476577,0.00003678548,0.0001081168],"genre_scores_gemma":[0.9986738,0.00005535496,0.001161251,0.000005039851,0.00003735244,0.000009059124,0.00001559726,0.00001111338,0.00003144993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008647036,"threshold_uncertainty_score":0.4537824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1748444995","doi":"10.3968/j.est.1923847920120401.356","title":"Overview of Process Modeling Software: Utilizing Alternative Fuels in Cement Plant for Air Pollution Reduction","year":2012,"lang":"en","type":"article","venue":"Energy science and technology","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Coal; Waste management; Natural gas; Environmental science; Cement; Fossil fuel; Process simulation; Engineering; Process (computing); Pollution; Process engineering; Computer science; Materials science","retraction":null,"screen_n_in":null,"score":{"opus":0.0358838740175967,"gpt":0.2784836793782179,"spread":0.2425998053606212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002528679,0.00005138798,0.00007483245,0.0002397884,0.00005538288,0.00000657492,0.0002887012,0.00003891603,5.552624e-7],"category_scores_gemma":[0.00004892499,0.00004499129,0.000008418289,0.0006559697,0.0001652687,0.0003817578,0.0001737992,0.00005202865,1.940135e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007227049,"about_ca_system_score_gemma":0.00002701948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003723608,"about_ca_topic_score_gemma":0.000001583384,"domain_scores_codex":[0.9992792,0.00000295853,0.0001023776,0.0001843764,0.000180804,0.000250285],"domain_scores_gemma":[0.9997898,0.000008614375,0.00002542511,0.0001117777,0.00002697543,0.00003745703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001329751,0.0002161015,0.000604136,0.0001089672,0.000008287232,0.000001081345,0.0007288718,0.0345481,0.291788,0.479531,0.00001146633,0.1924407],"study_design_scores_gemma":[0.0002480505,0.00008898154,0.0001392194,0.00007218579,0.000001582514,0.00002250568,0.0001726313,0.2960453,0.6702849,0.03241976,0.0003788073,0.0001260013],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7153708,0.001115925,0.2824996,0.0007403364,0.0001111868,0.0000746642,0.000001744248,0.00005165213,0.00003409504],"genre_scores_gemma":[0.9942645,0.0001755589,0.005494117,0.00001705062,0.00001232063,0.00002905525,6.55707e-7,0.00000193536,0.000004842902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4471112,"threshold_uncertainty_score":0.1834691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117347727","doi":"10.1144/jm.26.1.41","title":"The Pennsylvanian conodont genus <i>Gondolella</i> Stauffer & Plummer, 1932: reinterpretation of the original type specimens and concepts","year":2007,"lang":"en","type":"article","venue":"Journal of Micropalaeontology","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Ontario Museum; University of Toronto","funders":"University of Texas at Austin","keywords":"Genus; Type (biology); Biology; Type species; Reinterpretation; Synonym (taxonomy); Conodont; Zoology; Botany; Paleontology; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01850658430753868,"gpt":0.2809827305261988,"spread":0.2624761462186602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001335312,0.0003475607,0.0005714292,0.0001577439,0.0002444412,0.0001180081,0.001358891,0.0002135654,0.0002775555],"category_scores_gemma":[0.0003704722,0.0002293807,0.0002436188,0.0003397104,0.0007538839,0.0002120868,0.0004491653,0.0008225858,0.0002231074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000286985,"about_ca_system_score_gemma":0.0001176066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009147995,"about_ca_topic_score_gemma":0.002051707,"domain_scores_codex":[0.9969709,0.0002263865,0.0009831284,0.0004200789,0.0006435741,0.0007559637],"domain_scores_gemma":[0.9972532,0.0007667506,0.0005957214,0.0008274342,0.0002431262,0.0003138168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005515846,0.0001883213,0.004428539,0.00006349106,0.0002359329,0.00002713291,0.003007468,0.0003204823,0.9603363,0.0010472,0.01194243,0.01785115],"study_design_scores_gemma":[0.001322822,0.0001616925,0.01555854,0.0001346846,0.0000705684,0.001534976,0.00003986388,0.0001047128,0.007516789,0.0005766377,0.9726104,0.0003683394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306439,0.006142054,0.05883979,0.001995668,0.001171558,0.0002393641,0.00001169049,0.00002409744,0.0009318453],"genre_scores_gemma":[0.9677849,0.00125007,0.02516924,0.0003039341,0.0003763598,0.000003449333,0.00001026972,0.00004225653,0.005059482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.960668,"threshold_uncertainty_score":0.9353873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6948480292","doi":"10.5061/dryad.69p8cz906","title":"Global port environmental data used for environmental distance calculations","year":2020,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Transport Canada; University of Windsor; Fisheries and Oceans Canada","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Hyporeflexia; Proteogenomics; Fusible alloy","retraction":null,"screen_n_in":null,"score":{"opus":0.05047123871151579,"gpt":0.3078521850936866,"spread":0.2573809463821708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001458547,0.0003152745,0.0003213063,0.00002123671,0.0001349355,0.0003293426,0.005780215,0.0001655763,0.0009688421],"category_scores_gemma":[0.00002079634,0.0003188374,0.00008399977,0.0001051523,0.0001206784,0.0005376557,0.006559872,0.00022404,0.001432011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003388275,"about_ca_system_score_gemma":0.00005265092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003093061,"about_ca_topic_score_gemma":0.0000307144,"domain_scores_codex":[0.9975554,0.00001940821,0.0003178333,0.001194371,0.0005151935,0.0003977503],"domain_scores_gemma":[0.99769,0.00006354199,0.00009964694,0.001853325,0.000001010232,0.0002925134],"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":[0.0000117427,0.0001989493,0.00005638775,0.00001702635,0.00004935481,0.00003774152,0.000009928582,0.00009914161,0.0003294724,0.00000345587,0.9841937,0.0149931],"study_design_scores_gemma":[0.000426836,0.0000505434,0.0002587077,0.00001744248,0.00002998336,0.00001417403,0.000007628471,0.009183997,0.0001493399,0.00001691126,0.9894763,0.0003680999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000135928,0.00008160054,0.01584193,0.0002313921,0.0001444509,0.0007249328,0.9827543,0.000003805751,0.00008158756],"genre_scores_gemma":[0.001122041,0.00006451498,0.01500814,0.00005574912,0.0001146637,0.00005680664,0.9831518,0.00001417218,0.0004121039],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.014625,"threshold_uncertainty_score":0.9999444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254778356","doi":"10.2307/j.ctv6gqtcc","title":"Greening the Maple","year":2013,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Maple; Greening; Geography; Forestry; Ecology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.01385299337770168,"gpt":0.1584892757093575,"spread":0.1446362823316558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005639574,0.0001191028,0.0001478861,0.00003242,0.00007813836,0.00002193484,0.001404047,0.0001201052,0.00005182563],"category_scores_gemma":[0.000002500326,0.0001022372,0.0001017349,0.000007703223,0.0001919354,0.0000641049,0.001153477,0.0003252125,0.00003275724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006536949,"about_ca_system_score_gemma":0.00003948282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004261285,"about_ca_topic_score_gemma":0.000006143759,"domain_scores_codex":[0.9992359,0.00001553019,0.00007208715,0.0002125414,0.0002963172,0.0001676802],"domain_scores_gemma":[0.9992979,0.00007287021,0.00005207218,0.0004833867,0.00001739754,0.00007639381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003897326,0.00005681036,0.000007014873,0.0005859915,0.0003507886,0.0002149643,0.002153185,0.0002870611,0.002429592,0.5807512,0.1332236,0.2799008],"study_design_scores_gemma":[0.0001650857,0.0000256347,0.00003041464,0.0000760258,0.00001414875,0.000005553092,0.000003722969,0.01261475,0.0006631057,0.001361397,0.984874,0.0001661985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003844834,0.0001772909,0.04065877,0.00002294698,0.0000511461,0.0001543226,0.000003248116,0.00005619142,0.9588376],"genre_scores_gemma":[0.00009970079,0.00003482522,0.00286114,0.00001837405,0.0000241764,3.146508e-7,0.000005360332,0.000008242503,0.9969479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8516504,"threshold_uncertainty_score":0.4169114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2773501967","doi":"","title":"El género Williamsoniella (Thomas) y flora asociada de la Formación Zorrillo-Taberna Indiferenciadas (Jurásico Medio) Oaxaca, México","year":2017,"lang":"es","type":"article","venue":"Paleontología Mexicana","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.01385318404606625,"gpt":0.2943631718826175,"spread":0.2805099878365512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001088553,0.0006879482,0.0008150718,0.0001536465,0.001109343,0.001009287,0.003984726,0.0007102331,0.0002240206],"category_scores_gemma":[0.0007001211,0.0006593492,0.0003572546,0.0002391622,0.00115018,0.0007562194,0.001359297,0.001340156,0.0003039187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004914484,"about_ca_system_score_gemma":0.000292047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003781159,"about_ca_topic_score_gemma":0.000690337,"domain_scores_codex":[0.9951381,0.0002368799,0.0006107914,0.001077855,0.001187415,0.001748935],"domain_scores_gemma":[0.9959779,0.0005721374,0.0004056228,0.001975123,0.00006069065,0.001008459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009688628,0.0006067083,0.7218027,0.0005060267,0.0004970701,0.0008833252,0.002122868,0.0001690567,0.01165543,0.01808032,0.002923775,0.2406559],"study_design_scores_gemma":[0.001766397,0.0002273661,0.9093676,0.0003699414,0.0001242788,0.0001587788,0.0001219784,0.03017884,0.01245485,0.004065924,0.0398076,0.001356477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8984243,0.002932302,0.008389348,0.002488634,0.001358298,0.0004662293,0.00008040987,0.0002599032,0.08560058],"genre_scores_gemma":[0.9928976,0.00189744,0.002605249,0.00020321,0.0007015363,0.00006169233,0.00001508641,0.00005392494,0.00156421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2392994,"threshold_uncertainty_score":0.9995857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1912141720","doi":"10.3968/j.est.1923847920110202.103","title":"Replacing an Existing Product's Production Within a Similar Product Production by Using a Replacement Technique","year":2011,"lang":"en","type":"article","venue":"Energy science and technology","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Dimethyl ether; Production (economics); Raw material; Methanol; Profit (economics); Environmental science; Waste management; Pulp and paper industry; Process engineering; Chemistry; Engineering; Organic chemistry; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.0285120452334747,"gpt":0.2436836302514975,"spread":0.2151715850180228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00143971,0.0001804642,0.0001513942,0.0004370959,0.0004418375,0.00006912687,0.0007229192,0.00007098083,0.000003002293],"category_scores_gemma":[0.000589353,0.000162716,0.00001274312,0.002120459,0.0008241528,0.001145568,0.0005537666,0.0002477209,0.000001149263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001859413,"about_ca_system_score_gemma":0.0001043725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001336724,"about_ca_topic_score_gemma":0.000006449757,"domain_scores_codex":[0.9973907,0.00002524607,0.0002510014,0.001385094,0.0004644644,0.0004834868],"domain_scores_gemma":[0.9986718,0.000004190983,0.0001046162,0.0009819722,0.0001266667,0.0001107121],"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":[0.000008212281,0.00009632881,0.0003076892,0.00001403463,0.000003668146,0.000004005075,0.0002504159,0.0001027024,0.9759101,0.004954079,0.00005863866,0.0182901],"study_design_scores_gemma":[0.00005503489,0.0001627924,0.00003549164,0.00003783311,0.000003199351,0.0003015313,0.00007639645,0.007395997,0.9883086,0.002469139,0.0009406586,0.0002133326],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583476,0.000290871,0.03763494,0.001663557,0.000470649,0.0004410576,4.759995e-7,0.0007761443,0.0003746783],"genre_scores_gemma":[0.932981,0.00002634047,0.06653289,0.00002348258,0.00007037749,0.00009668282,0.000001202631,0.00001241189,0.0002556705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02889794,"threshold_uncertainty_score":0.6635364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388547471","doi":"10.1515/9781552385470","title":"Greening the Maple","year":2013,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Maple; Greening; Geography; Forestry; Botany; Biology; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.01385299337770168,"gpt":0.1584892757093575,"spread":0.1446362823316558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005639574,0.0001191028,0.0001478861,0.00003242,0.00007813836,0.00002193484,0.001404047,0.0001201052,0.00005182563],"category_scores_gemma":[0.000002500326,0.0001022372,0.0001017349,0.000007703223,0.0001919354,0.0000641049,0.001153477,0.0003252125,0.00003275724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006536949,"about_ca_system_score_gemma":0.00003948282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004261285,"about_ca_topic_score_gemma":0.000006143759,"domain_scores_codex":[0.9992359,0.00001553019,0.00007208715,0.0002125414,0.0002963172,0.0001676802],"domain_scores_gemma":[0.9992979,0.00007287021,0.00005207218,0.0004833867,0.00001739754,0.00007639381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003897326,0.00005681036,0.000007014873,0.0005859915,0.0003507886,0.0002149643,0.002153185,0.0002870611,0.002429592,0.5807512,0.1332236,0.2799008],"study_design_scores_gemma":[0.0001650857,0.0000256347,0.00003041464,0.0000760258,0.00001414875,0.000005553092,0.000003722969,0.01261475,0.0006631057,0.001361397,0.984874,0.0001661985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003844834,0.0001772909,0.04065877,0.00002294698,0.0000511461,0.0001543226,0.000003248116,0.00005619142,0.9588376],"genre_scores_gemma":[0.00009970079,0.00003482522,0.00286114,0.00001837405,0.0000241764,3.146508e-7,0.000005360332,0.000008242503,0.9969479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8516504,"threshold_uncertainty_score":0.4169114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232535599","doi":"10.1002/9781118359228.ch9","title":"Fluid Bed Dehydration of Magnesium Chloride","year":2012,"lang":"en","type":"other","venue":"","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Brine; Fluidization; Dehydration; Fluidized bed; Magnesium; Materials science; Petroleum engineering; Waste management; Environmental science; Chemical engineering; Chemistry; Metallurgy; Geology; Engineering; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.007364679759837049,"gpt":0.2002885844222566,"spread":0.1929239046624195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004119836,0.00008596211,0.0001025003,0.00006189045,0.000005174933,0.000009126638,0.0003416854,0.00008678896,0.001928276],"category_scores_gemma":[0.00000421546,0.0000705289,0.00003318004,0.00008095766,0.00002219784,0.00005183458,0.0001748398,0.00006108336,0.0002704882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001828535,"about_ca_system_score_gemma":0.000005808107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008096606,"about_ca_topic_score_gemma":0.000001897914,"domain_scores_codex":[0.9994498,0.00000347849,0.00008019417,0.0001322418,0.0001906202,0.0001436557],"domain_scores_gemma":[0.9996155,0.00001071735,0.0000241173,0.0002862462,0.000002793168,0.00006060709],"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":[0.00001301485,0.000407687,0.0001987243,0.00119402,0.00007374179,0.000008863358,0.0001417518,0.00009833508,0.36194,0.03315914,0.5495072,0.05325751],"study_design_scores_gemma":[0.0002290241,0.00004232812,0.0001870117,0.00004612266,0.000008154358,0.000004503906,0.000001680524,0.005295015,0.4515401,0.0001841599,0.5421069,0.0003550416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000138584,0.0004174988,0.1285996,0.0001182586,0.0002728981,0.0001137324,0.000003229483,0.0002008013,0.8701354],"genre_scores_gemma":[0.01796169,0.00005453842,0.01611716,0.0000259205,0.000231235,0.00001037418,0.0000126599,0.00008371029,0.9655027],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1124825,"threshold_uncertainty_score":0.9989841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W308023924","doi":"10.1007/978-1-4612-1376-5_1","title":"Introduction to Maple","year":2001,"lang":"en","type":"book-chapter","venue":"Birkhäuser Boston eBooks","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":1,"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":"Maple; The Symbolic; Symbolic computation; Computer science; Calculus (dental); Programming language; Mathematics; Mathematical analysis; Psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.01369112831449569,"gpt":0.2062553507735187,"spread":0.192564222459023,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001111846,0.0003056797,0.0002477597,0.0001834842,0.00006719762,0.00009144582,0.0008159847,0.0002182732,0.0004916019],"category_scores_gemma":[0.00001061057,0.0003012238,0.0001190071,0.00003166285,0.00005181806,0.00006988256,0.0006714422,0.0003983666,0.002688664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002066073,"about_ca_system_score_gemma":0.00002635588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001528342,"about_ca_topic_score_gemma":0.000004280427,"domain_scores_codex":[0.9982084,0.000005293052,0.0002296761,0.00069766,0.0004880675,0.0003709226],"domain_scores_gemma":[0.9986956,0.0000222775,0.00004441933,0.0009381843,0.00002486257,0.0002746884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003900413,0.00004739447,0.000004819,0.0001144187,0.0001001988,0.0002180708,0.0003169893,0.0001893828,0.01749157,0.5084081,0.1853596,0.2877105],"study_design_scores_gemma":[0.000101396,0.00006934825,0.00001304675,0.00003900669,0.000005619592,0.00004134157,7.779206e-7,0.0001348515,0.00395257,0.008089545,0.9871965,0.0003560111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001556204,0.0001136034,0.02700247,0.002626169,0.000695231,0.0003619873,0.000009403548,0.000416616,0.9686189],"genre_scores_gemma":[0.0006802432,0.00003387903,0.003873744,0.0003289942,0.001328748,0.00002443227,0.00001344618,0.00006513287,0.9936514],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8018369,"threshold_uncertainty_score":0.999944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945501331","doi":"10.1088/2053-2571/ab0bb3","title":"Maple","year":2019,"lang":"uk","type":"book","venue":"Morgan & Claypool Publishers eBooks","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Maple; Computer science; Botany; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.01153663376993143,"gpt":0.1916590393203398,"spread":0.1801224055504084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006131819,0.001134938,0.00105968,0.0004420363,0.0002548981,0.003336134,0.004787639,0.001153896,0.001934362],"category_scores_gemma":[0.0001180231,0.001149136,0.0005692398,0.0002622614,0.0005326971,0.00123079,0.00332292,0.002677387,0.005898669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271689,"about_ca_system_score_gemma":0.001046628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599865,"about_ca_topic_score_gemma":0.000008889846,"domain_scores_codex":[0.9930769,0.00009243016,0.000892801,0.002064771,0.0020345,0.001838555],"domain_scores_gemma":[0.9955091,0.0002719441,0.0002771423,0.002845919,0.0001221207,0.0009737019],"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":[0.00006071834,0.0002099402,0.0003902673,0.001274881,0.0005488112,0.0003846893,0.0009723088,0.0004036376,0.01035833,0.008324743,0.9210734,0.05599826],"study_design_scores_gemma":[0.001334633,0.0002967223,0.0005915595,0.0004035583,0.00007614982,0.000084049,0.00004990961,0.006983891,0.00395613,0.002832327,0.9813648,0.002026278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004271408,0.0004344186,0.003915788,0.001151338,0.003084027,0.001266552,0.00007154961,0.0005818274,0.9852231],"genre_scores_gemma":[0.02637071,0.00001258853,0.001351808,0.0008337289,0.0009260022,0.00006019332,0.0001543642,0.0002528784,0.9700378],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06029138,"threshold_uncertainty_score":0.9996235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102998510","doi":"","title":"Hydrogen Storage in Metal Fragments graft ed Silicas and Chromium Hydrazide Gels","year":2010,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Chromium; Chemistry; Metal; Hydrazide; Hydrogen; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.00743783250585806,"gpt":0.1971493506560529,"spread":0.1897115181501949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000438147,0.000181674,0.0002602907,0.0002083087,0.000163663,0.00003743481,0.0009946142,0.0001858628,0.0001870682],"category_scores_gemma":[0.00004885545,0.0002144906,0.00009854387,0.0003550041,0.000225845,0.0008971191,0.001107147,0.0006915131,0.00009592419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009518203,"about_ca_system_score_gemma":0.00002717896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000121428,"about_ca_topic_score_gemma":0.0001245598,"domain_scores_codex":[0.9984381,0.00005169721,0.000141994,0.000506138,0.0004529508,0.0004091529],"domain_scores_gemma":[0.9990394,0.00007907639,0.00006171747,0.0005142967,0.0000193737,0.0002861928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003280128,0.0001564057,0.05364302,0.00004008663,0.00003888124,0.000113729,0.0005929371,0.000172109,0.9429719,0.0002288591,0.00002906159,0.001980176],"study_design_scores_gemma":[0.002934203,0.000158643,0.8150004,0.00006198323,0.00002977284,0.00005954599,0.0001371842,0.008069583,0.1689399,0.001163566,0.002753169,0.0006920868],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998522,0.00009982296,0.0002669176,0.0003627858,0.000081501,0.0001487794,0.00001045244,0.00005533998,0.0004523458],"genre_scores_gemma":[0.9965261,0.00002320907,0.002779636,0.0000312868,0.00001890314,6.209161e-7,0.000007128695,0.00001195307,0.0006011874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.774032,"threshold_uncertainty_score":0.8746675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128716499","doi":"10.5539/mas.v7n3p43","title":"On the Necessary and Sufficient to Efficient Use of Software in the Teaching of Chemical Engineering","year":2013,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Polymath; Computer science; Software engineering; Syntax; Simple (philosophy); Software; Point (geometry); MATLAB; Task (project management); Mathematics education; Programming language; Artificial intelligence; Systems engineering; Mathematics; Epistemology","retraction":null,"screen_n_in":null,"score":{"opus":0.01242156269423222,"gpt":0.2007895292676093,"spread":0.1883679665733771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005278674,0.00007458434,0.00008293012,0.00007341782,0.00004778703,0.00007196346,0.0009507738,0.00001713617,0.000001946371],"category_scores_gemma":[0.0001580429,0.00004241516,0.00001499981,0.0003806551,0.0001699164,0.00007365398,0.0004891286,0.0001807818,0.000004219649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003435523,"about_ca_system_score_gemma":0.00001147042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000336869,"about_ca_topic_score_gemma":7.377944e-8,"domain_scores_codex":[0.9988581,0.000007759524,0.0001285836,0.0002435829,0.000532171,0.0002297805],"domain_scores_gemma":[0.9991475,0.0003980808,0.00001991143,0.0003642301,0.000009629535,0.00006067108],"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":[0.000001725953,0.00006747077,0.00005990073,0.00001098764,6.409293e-7,2.790869e-7,0.001741443,0.09119757,0.8930199,0.009273874,0.00001679017,0.004609459],"study_design_scores_gemma":[0.00005075603,0.00001689642,0.003189679,0.00002225752,4.166439e-7,0.000001282812,0.00002870905,0.9013102,0.09497594,0.0003345653,0.000008275261,0.000061023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7814843,0.000005899065,0.2179897,0.0002667699,0.00001008122,0.0001690208,4.828218e-7,0.000009425201,0.00006434078],"genre_scores_gemma":[0.9922649,3.593201e-7,0.007591938,0.0001052584,0.000003136394,0.00002863548,9.872955e-8,0.000002812134,0.000002856137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8101127,"threshold_uncertainty_score":0.176679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1503453917","doi":"10.1007/11428862_91","title":"Stokes-Flow Problem Solved Using Maple","year":2005,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Maple; Computer science; Boundary value problem; Domain (mathematical analysis); Applied mathematics; Computation; Differential equation; Partial differential equation; Flow (mathematics); Symbolic computation; Algorithm; Mathematics; Mathematical analysis; Geometry","retraction":null,"screen_n_in":null,"score":{"opus":0.0181105650430554,"gpt":0.2313250540683001,"spread":0.2132144890252446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004348402,0.0004261944,0.000372003,0.0003953082,0.0001664946,0.0003377208,0.00266902,0.000244975,0.000067774],"category_scores_gemma":[0.000020801,0.0003891928,0.000120154,0.0003841678,0.0004684062,0.0004626317,0.001907414,0.0008526926,0.00007866568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006066217,"about_ca_system_score_gemma":0.000202293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002006269,"about_ca_topic_score_gemma":0.00001181224,"domain_scores_codex":[0.9966192,0.0000105935,0.0003536114,0.001194783,0.001048728,0.0007730759],"domain_scores_gemma":[0.9984876,0.0001581325,0.00009476778,0.0009795876,0.00004711831,0.0002328042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002756044,0.00002907579,0.00001586111,0.00004468491,0.000007544175,0.00005194067,0.000181225,0.434126,0.003651956,0.001146452,0.00001737879,0.5607251],"study_design_scores_gemma":[0.0001801606,0.00005334764,0.00002330073,0.0002221327,0.000003099247,0.00005931377,3.005922e-8,0.9732659,0.004165977,0.01881468,0.002717828,0.0004942312],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002158295,0.0003771706,0.9961744,0.0003993969,0.0004087329,0.0002458348,0.00000391651,0.0001367339,0.002037996],"genre_scores_gemma":[0.03273293,0.00005291292,0.9654682,0.0004260511,0.0005395747,0.000006115652,0.000004859879,0.00004138751,0.000727961],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5602309,"threshold_uncertainty_score":0.999856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3215354430","doi":"10.5206/mt.v1i2.14508","title":"Maple Transactions−The Early Years","year":2021,"lang":"en","type":"article","venue":"Maple Transactions","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministerio de Ciencia e Innovación","keywords":"Maple; Computer science; Biology; Botany","retraction":null,"screen_n_in":null,"score":{"opus":0.009596949849454233,"gpt":0.1987891752558933,"spread":0.189192225406439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009227649,0.00008720473,0.00008155008,0.00003352835,0.0001775522,0.0001068615,0.0003873802,0.00004706451,0.0009149965],"category_scores_gemma":[0.000002957135,0.00007744801,0.0001167124,0.0004226447,0.00005465672,0.0001943227,0.00001175552,0.0002840071,0.0002744954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005157236,"about_ca_system_score_gemma":0.0000294196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008831175,"about_ca_topic_score_gemma":0.00003158932,"domain_scores_codex":[0.999091,0.00003055218,0.0001182002,0.0002413241,0.0002656391,0.0002533115],"domain_scores_gemma":[0.9993615,0.0000696089,0.00000943844,0.0004412622,0.00001492412,0.0001033159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001887898,0.001085025,0.0001452836,0.000106071,0.0003029285,0.0002868839,0.004455065,0.05027403,0.2025695,0.003612096,0.002072216,0.7350721],"study_design_scores_gemma":[0.002215137,0.0001910147,0.048767,0.00007054547,0.0001031389,0.0005490249,0.000482215,0.1128577,0.3769277,0.004864009,0.4515868,0.001385793],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01989351,0.0001159419,0.9761312,0.002721799,0.0002235858,0.0000641908,0.00001176659,0.000132038,0.0007059602],"genre_scores_gemma":[0.9852149,0.00007074081,0.00702049,0.0001168505,0.00003308266,0.00004014048,0.000002992286,0.00001235684,0.00748847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9691107,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6924805378","doi":"10.15468/dl.z7h2dw","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set","retraction":null,"screen_n_in":null,"score":{"opus":0.008982804931362358,"gpt":0.2041495744084761,"spread":0.1951667694771137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001197161,0.0001784486,0.0001613058,0.00006340896,0.0001246408,0.0001686445,0.001290085,0.0001987331,0.0002373075],"category_scores_gemma":[0.00007229546,0.0001782723,0.0000961171,0.0003572925,0.00008006928,0.0008101998,0.001324382,0.0002673383,0.02425931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000325446,"about_ca_system_score_gemma":0.00007653138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001586478,"about_ca_topic_score_gemma":9.347157e-7,"domain_scores_codex":[0.9988804,0.00001739631,0.0002053971,0.000213094,0.0004332573,0.0002504061],"domain_scores_gemma":[0.9991276,0.00002039079,0.00006430975,0.0006092332,0.00004826741,0.0001301495],"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":[0.000004663391,0.00002198882,0.0000549254,0.0001438752,0.00001109634,0.000001438788,0.000006992515,0.00003316221,1.613578e-7,4.119486e-7,0.9964882,0.003233057],"study_design_scores_gemma":[0.0001414835,0.00001212613,0.00002231077,0.000003149285,0.000005891865,0.000001678474,0.000004546106,0.000005627182,0.00001795872,0.000001559886,0.9996183,0.0001653483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003773842,0.00001838116,0.0004628015,0.0002173752,0.0002965312,0.0001251757,0.9986196,0.0000923382,0.0001300741],"genre_scores_gemma":[0.000004930913,0.00006656968,0.00001241726,0.0002513105,5.615601e-7,0.000002699716,0.9996611,2.324982e-9,3.329297e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.024022,"threshold_uncertainty_score":0.9765004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231284035","doi":"10.1515/iupac.80.0169","title":"Solubility Parameter","year":2016,"lang":"kn","type":"dataset","venue":"IUPAC Standards Online","topic":"Chemical and Environmental Engineering Research","field":"Computer 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":"Western University","funders":"","keywords":"Terminology; Confusion; Glossary; Solubility; Chemical nomenclature; Order (exchange); Diversity (politics); Nomenclature; Chemistry; Thermodynamics; Polymer science; Philosophy; Organic chemistry; Sociology; Physics; Linguistics; Psychology; Taxonomy (biology); Anthropology","retraction":null,"screen_n_in":null,"score":{"opus":0.01744232744271756,"gpt":0.3732000815186036,"spread":0.3557577540758861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009941799,0.0007266866,0.0008345018,0.0001568487,0.0001746125,0.0002580876,0.002281964,0.0005451245,0.005521154],"category_scores_gemma":[0.0009571892,0.000542877,0.0003785408,0.0003545722,0.0005508446,0.0003042187,0.002273154,0.001113094,0.0000625641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176492,"about_ca_system_score_gemma":0.0004127468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001084318,"about_ca_topic_score_gemma":0.00004477443,"domain_scores_codex":[0.99404,0.000116105,0.0007182549,0.001439778,0.002458034,0.001227835],"domain_scores_gemma":[0.9960969,0.0005143638,0.0001623296,0.002396492,0.0001688974,0.0006610018],"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":[0.0001032676,0.0006822614,0.00006171264,0.0003529761,0.0001163293,0.0001252544,0.00002340048,0.00002246879,0.0005199614,0.00002527361,0.9503108,0.04765627],"study_design_scores_gemma":[0.0008637743,0.0003235199,0.0003415021,0.0004740509,0.00003571339,0.00002766402,0.000003782587,0.002253365,0.0008847635,0.0007029059,0.993337,0.0007519132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002746404,0.0007031139,0.02051593,0.0013156,0.0009383387,0.0003273924,0.9733019,0.0001118753,0.00003947747],"genre_scores_gemma":[0.002753354,0.002090426,0.001576095,0.0003137304,0.001370061,0.00004283674,0.9900044,0.00008607932,0.001763066],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04690436,"threshold_uncertainty_score":0.9997023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6926323055","doi":"10.25318/36280001202301200001-eng","title":"Intergenerational income mobility in Canada: Research highlights from two recent studies","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Social mobility; Census; Income distribution; Distribution (mathematics); Population; Current Population Survey; Socioeconomic status; Family income","retraction":null,"screen_n_in":null,"score":{"opus":0.4247409298641238,"gpt":0.5799830487708854,"spread":0.1552421189067615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001840232,0.0001722647,0.000415502,0.0005233897,0.000162387,0.000415628,0.003580387,0.00003930794,0.001287211],"category_scores_gemma":[0.0004025836,0.0001468666,0.00005320715,0.002121262,0.0001141653,0.001105852,0.004376091,0.0005273824,0.00003032148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331304,"about_ca_system_score_gemma":0.0004558518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3866084,"about_ca_topic_score_gemma":0.1875548,"domain_scores_codex":[0.9967427,0.0002500307,0.0005872005,0.0005161053,0.001413678,0.0004903057],"domain_scores_gemma":[0.9980353,0.0009303761,0.0001001079,0.00051705,0.0001775028,0.0002397199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001340625,0.0003890766,0.5616245,0.000148577,0.0003281829,0.0003923202,0.0006320277,0.02924532,0.278927,0.0009096109,0.08647362,0.04079568],"study_design_scores_gemma":[0.000404343,0.000006131012,0.8962757,0.0002383705,0.000003061742,0.000001952121,0.00006288273,0.01130266,0.06866831,0.01656687,0.006199735,0.0002700178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909021,0.006278857,0.0002226266,0.001546573,0.0005490461,0.0002252297,0.00002757937,0.00002843843,0.0002195996],"genre_scores_gemma":[0.9825651,0.01670399,0.0003363615,0.0000520227,0.0001193757,0.00005693348,0.00001317835,0.00001433392,0.0001386993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3346511,"threshold_uncertainty_score":0.9996257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312889415","doi":"10.1057/978-1-349-96053-8_9716","title":"Canadian Society for Chemical Technology","year":2022,"lang":"en","type":"book-chapter","venue":"The Grants Register 2023","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.02049796145769684,"gpt":0.2173046918940238,"spread":0.196806730436327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001370453,0.0001805067,0.0001841548,0.00006886429,0.0001563299,0.0000382027,0.001592708,0.0001897724,0.0003186203],"category_scores_gemma":[0.00000844891,0.0001401094,0.0002631034,0.00007816174,0.0001463407,0.00003681555,0.000688938,0.0005168023,0.0001186005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003935368,"about_ca_system_score_gemma":0.00008359589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455445,"about_ca_topic_score_gemma":0.0004712994,"domain_scores_codex":[0.9988503,0.000002343357,0.0001393994,0.0003737373,0.0002586429,0.0003755148],"domain_scores_gemma":[0.9990235,0.00006234476,0.00003736095,0.0007487948,0.000009298128,0.0001186775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001683203,0.00002694948,0.000003907524,0.0002162923,0.0004107092,0.00008009715,0.0003672256,0.00004418598,0.002947771,0.5842668,0.2955045,0.1161147],"study_design_scores_gemma":[0.0001273265,0.00001977059,0.000001269796,0.00002415963,0.00001108812,0.00002574069,0.000003918431,0.00102937,0.0002407891,0.03104077,0.9672771,0.0001987192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004359998,0.005632612,0.0154227,0.1092561,0.002266139,0.003094398,0.0009754046,0.0009323215,0.8619843],"genre_scores_gemma":[0.001410827,0.000273573,0.002113253,0.000685016,0.0001742905,0.0001560311,0.00006999691,0.00006784579,0.9950492],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6717725,"threshold_uncertainty_score":0.5713494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7097057132","doi":"","title":"PERMISSION TO USE","year":2016,"lang":"en","type":"article","venue":"","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Documentation; Head (geology)","retraction":null,"screen_n_in":null,"score":{"opus":0.01855404000014493,"gpt":0.2252243498090793,"spread":0.2066703098089344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002017198,0.00002353735,0.00001923323,0.00001295704,0.000009706082,0.00001955491,0.0001847132,0.000008625073,0.0001200137],"category_scores_gemma":[0.00002177896,0.0000117029,0.000009563226,0.0000500571,0.00000458093,0.0001418464,0.0002014054,0.00001173477,0.0005967899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001861559,"about_ca_system_score_gemma":0.000001652619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005524207,"about_ca_topic_score_gemma":1.251382e-7,"domain_scores_codex":[0.9996994,0.000001598434,0.00002550464,0.00009444254,0.00008792177,0.00009116956],"domain_scores_gemma":[0.9997142,0.00003099109,0.000001234415,0.0001469658,0.000002145666,0.0001044653],"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":[8.764125e-7,0.00001030839,0.0005096945,8.714347e-7,6.076971e-7,0.000002356216,0.00001280499,0.000007237928,0.84791,0.003996193,0.003263896,0.1442851],"study_design_scores_gemma":[0.0002202825,0.00006131,0.03818547,0.0000301816,2.734746e-7,0.000007396446,0.000001116877,0.004171928,0.7552565,0.0008833251,0.2009974,0.0001848026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1993568,0.000001748472,0.7947356,0.004174897,0.00003157248,0.00002537345,2.212675e-7,0.00008673812,0.001587089],"genre_scores_gemma":[0.9613419,0.000003426858,0.02357033,0.000169669,0.000009032568,0.00000222301,3.914441e-8,0.000001824332,0.01490162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7711653,"threshold_uncertainty_score":0.7670726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250952248","doi":"10.1016/s1351-4210(12)70327-x","title":"ChemPoint to distribute DuPont Capstone fluorosurfactants in USA and Canada","year":2012,"lang":"en","type":"article","venue":"Focus on Surfactants","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Capstone; Political science; Engineering; Business; Computer science; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.00932459144365366,"gpt":0.2129941858457979,"spread":0.2036695944021442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001920357,0.0001600243,0.0001803441,0.00004200145,0.00004319448,0.00003475205,0.0003238583,0.00004611865,0.00005792141],"category_scores_gemma":[0.0000509028,0.0001421005,0.00001798639,0.0001964161,0.00002010855,0.0001922303,0.0002856794,0.0001784139,0.0001050637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003969792,"about_ca_system_score_gemma":0.0000482913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1395174,"about_ca_topic_score_gemma":0.07146525,"domain_scores_codex":[0.9984748,0.00001754636,0.0001748582,0.0002870101,0.0004209887,0.0006248134],"domain_scores_gemma":[0.9991142,0.00007999637,0.00001984453,0.0003118716,0.000007862006,0.0004662419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001643777,0.0008833557,0.5167192,0.00009815816,0.00006106833,0.0003279375,0.001203995,0.001652071,0.4045517,0.001918732,0.005207257,0.06721219],"study_design_scores_gemma":[0.000475294,0.00006923005,0.8132852,0.00004866102,0.000001463043,0.00001776782,0.00001394166,0.00150592,0.1803723,0.00009194227,0.003726757,0.0003915791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976009,0.0001013361,0.0005933972,0.0007598128,0.000167355,0.0001194948,0.00003883099,0.00001755289,0.000601335],"genre_scores_gemma":[0.9988483,0.00001935837,0.0007886696,0.00009822929,0.00002016544,0.000007867105,0.00000206023,0.000009461116,0.0002058443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.296566,"threshold_uncertainty_score":0.9454781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6992882234","doi":"","title":"Modelling and Parameter Estimation of a PO3G Polyether Process","year":2021,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Queen's University","keywords":"Estimation theory; Process (computing); Production (economics); Process variable; Model parameter; Evaporation; Experimental data; Process modeling","retraction":null,"screen_n_in":null,"score":{"opus":0.006740386860578186,"gpt":0.1911455397415996,"spread":0.1844051528810214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001708669,0.0001474818,0.0001878924,0.0001353357,0.00004640839,0.00005685061,0.0003610857,0.0001526824,0.00004571805],"category_scores_gemma":[0.000008002176,0.0001626159,0.00005947508,0.0002924797,0.0000323987,0.0007946538,0.000153745,0.000224136,0.00000360007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000265452,"about_ca_system_score_gemma":0.00006286176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004294807,"about_ca_topic_score_gemma":0.000001136924,"domain_scores_codex":[0.9991709,0.00002071922,0.00008583722,0.0003300149,0.0002301443,0.0001623774],"domain_scores_gemma":[0.9995334,0.00006341108,0.00006480458,0.0002277707,0.00001462696,0.00009604203],"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":[0.0005639154,0.0009590637,0.00220503,0.008505426,0.0006572426,0.0005917177,0.01787682,0.8976417,0.001321995,0.01946635,0.01143279,0.038778],"study_design_scores_gemma":[0.001150863,0.0002215353,0.002141086,0.001568909,0.0001169411,0.000002431979,0.002415073,0.786635,0.1934566,0.006898528,0.003760648,0.00163239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8590521,0.000151698,0.132466,0.004163967,0.0001137542,0.000250056,0.00001652311,0.0001939546,0.003591901],"genre_scores_gemma":[0.8501602,0.0004398861,0.06592359,0.00002588154,0.00002215547,0.000001579915,0.0002823281,0.00003913963,0.08310525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1921346,"threshold_uncertainty_score":0.6631284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2232140606","doi":"10.6084/m9.figshare.1226688.v2","title":"Lab 4 Data - Quadrats and Bait Traps near Danby Woods","year":2014,"lang":"en","type":"article","venue":"Figshare","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quadrat; Geography; Forestry; Ecology; Biology; Transect","retraction":null,"screen_n_in":null,"score":{"opus":0.04431715671604007,"gpt":0.2501890820756896,"spread":0.2058719253596495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005068756,0.00006841169,0.00006511871,0.00001199343,0.00004999363,0.0001399866,0.0008766994,0.0000361392,0.005257134],"category_scores_gemma":[0.0001753969,0.00006045667,0.00001101652,0.00008892335,0.000008586762,0.0002768429,0.001149495,0.0001061118,0.0007203702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009585363,"about_ca_system_score_gemma":0.00000750254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004916094,"about_ca_topic_score_gemma":9.668158e-7,"domain_scores_codex":[0.999328,0.00001034337,0.00005937175,0.0002754449,0.0001563298,0.0001704713],"domain_scores_gemma":[0.9991953,0.00007505825,0.00001007094,0.0006049508,0.000004607925,0.0001099874],"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":[0.00000372865,0.0001043961,0.0001013827,0.0002857619,0.00001822533,0.00002096265,0.0002306788,0.000117732,0.005002942,0.0003843851,0.6665757,0.3271541],"study_design_scores_gemma":[0.0001791508,0.00002747941,0.003055959,0.0001257402,8.036804e-7,0.000008805566,0.000001485362,0.2480974,0.001695167,0.0001275518,0.7465414,0.0001391082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1898252,0.01208138,0.04372731,0.01654699,0.001312568,0.003116476,0.630042,0.005415012,0.09793311],"genre_scores_gemma":[0.9534101,0.0000165347,0.01079508,0.0004568524,0.0002095031,0.00004140299,0.03441123,0.00002761081,0.0006317249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7635849,"threshold_uncertainty_score":0.9956522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246202325","doi":"10.1002/cjce.22308","title":"Issue Information ‐ TOC","year":2016,"lang":"en","type":"paratext","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; World Wide Web; Library science","retraction":null,"screen_n_in":null,"score":{"opus":0.00541942824751133,"gpt":0.1851481057652799,"spread":0.1797286775177686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002212031,0.0001921837,0.0002442352,0.0001940601,0.00004419998,0.0001921311,0.001554179,0.0001938996,0.0004985773],"category_scores_gemma":[0.0001400347,0.0001217881,0.0001346423,0.0001801496,0.00005797536,0.0004391406,0.0001005277,0.0007373282,0.001744286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005052119,"about_ca_system_score_gemma":0.0003782108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002424669,"about_ca_topic_score_gemma":0.000004401413,"domain_scores_codex":[0.9987466,0.000007532094,0.0003704496,0.00009116971,0.0003683246,0.0004158612],"domain_scores_gemma":[0.9988214,0.0001030754,0.0001190842,0.0003273464,0.00006432545,0.0005647045],"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":[0.00001222283,0.00001262575,0.000002322396,0.0004855301,0.0002415747,0.00006558323,0.0006659778,0.02770666,0.06275101,0.001846132,0.8642763,0.04193405],"study_design_scores_gemma":[0.0002104326,0.00002271232,0.000003229813,0.000326801,0.000008035922,0.0001516902,0.000001133194,0.004706402,0.06104914,0.00008347618,0.9331809,0.0002561002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01978409,0.02100566,0.7327029,0.06485249,0.04946937,0.00175741,0.0004653966,0.0002849329,0.1096778],"genre_scores_gemma":[0.9325556,0.0003810714,0.01399717,0.001761423,0.01022286,0.00004965536,0.00008131463,0.0002174452,0.04073342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9127715,"threshold_uncertainty_score":0.999033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1490402259","doi":"","title":"EN 50 AÑOS COMENZARÁ A RESTAURARSE LA CAPA DE OZONO","year":2001,"lang":"es","type":"article","venue":"Gaceta UNAM (2000-2009)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.010805134832647,"gpt":0.2416826609551386,"spread":0.2308775261224916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007539373,0.0004967076,0.0004598811,0.0002051931,0.0001924709,0.0004554858,0.001577865,0.0003548893,0.0007358121],"category_scores_gemma":[0.0001339504,0.0004913028,0.0002073695,0.0007629376,0.0003053284,0.0004105264,0.000843541,0.0008112677,0.001269307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000803055,"about_ca_system_score_gemma":0.0002912321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004430441,"about_ca_topic_score_gemma":0.00001461138,"domain_scores_codex":[0.9961387,0.000206637,0.0004769202,0.0008866484,0.0008129831,0.001478133],"domain_scores_gemma":[0.9976219,0.0003598772,0.00008871269,0.00117115,0.00003287089,0.0007255034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007938087,0.005751917,0.05328539,0.001699746,0.0008410732,0.00574843,0.01516825,0.0310381,0.2901901,0.01110758,0.1325806,0.4517949],"study_design_scores_gemma":[0.001977972,0.0003400111,0.04426559,0.0004762771,0.00005182172,0.0006788601,0.0001231137,0.07598772,0.006597761,0.001067181,0.8671332,0.001300504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939592,0.004693081,0.01576176,0.005481385,0.0004913055,0.0006581408,0.000112159,0.0005040374,0.03270614],"genre_scores_gemma":[0.9656044,0.002656072,0.005539973,0.0005298423,0.0005408978,0.00006150367,0.00002698187,0.0000947972,0.02494553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7345526,"threshold_uncertainty_score":0.9997538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234370798","doi":"10.1002/cjce.5450820625","title":"Reviewers — 2004","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Citation; Information retrieval; Computer science; Library science; World Wide Web","retraction":null,"screen_n_in":null,"score":{"opus":0.007855877372346902,"gpt":0.1832266471735213,"spread":0.1753707698011744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002276432,0.0000838884,0.0001175737,0.00006273371,0.00003463174,0.00006262739,0.0008221552,0.00003916357,0.00001314969],"category_scores_gemma":[0.0001581657,0.00005887663,0.00008414958,0.0002178113,0.00004555874,0.0001396423,0.0000363959,0.0003534876,0.00001749895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000341829,"about_ca_system_score_gemma":0.0001911031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002851814,"about_ca_topic_score_gemma":0.00001117398,"domain_scores_codex":[0.9992463,0.000003322082,0.0001825167,0.00007284793,0.0002199008,0.0002751421],"domain_scores_gemma":[0.999257,0.00003374121,0.00003194909,0.0002050072,0.00002680001,0.0004454636],"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":[0.000005240818,0.00003062039,0.00005949136,0.000129943,0.0001007708,0.000407604,0.0006898789,0.4740361,0.4786756,0.03135688,0.001807467,0.0127004],"study_design_scores_gemma":[0.001472795,0.0001119239,0.0003098657,0.0007501828,0.00002988599,0.002007154,0.000007960059,0.01952499,0.9266604,0.008130512,0.04025489,0.0007394285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7184241,0.01366698,0.2406168,0.02419141,0.00158391,0.0002821393,0.000004546763,0.0001182297,0.001111842],"genre_scores_gemma":[0.9942062,0.000009504925,0.005530848,0.0001134636,0.0001164585,0.000001059879,2.160389e-7,0.000008256992,0.00001391528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4545111,"threshold_uncertainty_score":0.2400919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2299902115","doi":"","title":"JORGE ORNELAS TABARES, DE LA FACULTAD DE INGENIERÍA, PREMIO NACIONAL DE METALURGIA","year":2005,"lang":"es","type":"article","venue":"Gaceta UNAM (2000-2009)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.009275658992859164,"gpt":0.2505962230318697,"spread":0.2413205640390106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001310368,0.000537972,0.0004661045,0.0001831006,0.0002486777,0.0004621783,0.001474417,0.0004625825,0.0009154896],"category_scores_gemma":[0.0002799804,0.0005342537,0.0002924334,0.0006124832,0.0003605843,0.0004933801,0.0008055251,0.001108975,0.000826348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771814,"about_ca_system_score_gemma":0.0007229547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002357055,"about_ca_topic_score_gemma":0.00001210242,"domain_scores_codex":[0.9957222,0.0002508697,0.0005026332,0.0008719527,0.0008816595,0.001770666],"domain_scores_gemma":[0.9978644,0.0003504337,0.0001019881,0.0007350847,0.00004453179,0.0009035183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003466058,0.003638366,0.03443172,0.0009786898,0.0011967,0.0009372073,0.009359048,0.1890546,0.4727012,0.01296216,0.06149594,0.2128979],"study_design_scores_gemma":[0.001725738,0.0001599431,0.05288512,0.0002757608,0.0001199,0.0006595796,0.00004747197,0.293838,0.06830471,0.0007553358,0.5799567,0.00127177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370347,0.01029678,0.04268868,0.002331053,0.0002231227,0.000396227,0.0001985947,0.0003584825,0.006472404],"genre_scores_gemma":[0.9626812,0.000955584,0.02585531,0.0004363082,0.0006283802,0.00005423398,0.00003701328,0.00007558026,0.009276411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5184608,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7036324720","doi":"","title":"BLACKNESS AND BRITISH ‘FAIR PLAY’: BURGEONING BLACK SOCIAL ACTIVISM IN ONTARIO AND ITS GRASSROOTS RESPONSES TO THE CANADIAN COLOUR LINE, 1919-1939","year":2021,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Grassroots; Social activism; Racism; Citizenship; White (mutation); Oral history; Social movement; Newspaper","retraction":null,"screen_n_in":null,"score":{"opus":0.007702935087108524,"gpt":0.1865485581839591,"spread":0.1788456230968505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006385689,0.0002131487,0.0002513424,0.0002516056,0.0003447142,0.0003737123,0.0005438481,0.0002587103,0.00006823651],"category_scores_gemma":[0.00003398347,0.0002530584,0.00004771739,0.0005073149,0.00005620296,0.0006590464,0.0004264509,0.0007176463,0.000007478629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157907,"about_ca_system_score_gemma":0.0007740875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7388656,"about_ca_topic_score_gemma":0.9296984,"domain_scores_codex":[0.9985926,0.00007639237,0.00009958128,0.0005393432,0.0002666434,0.0004254208],"domain_scores_gemma":[0.9992989,0.0001194591,0.00004308588,0.0001743479,0.00002310432,0.0003411094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003459532,0.001285521,0.2204115,0.002692109,0.001456834,0.03574432,0.1808714,0.003877395,0.002536407,0.02437459,0.4684092,0.05488115],"study_design_scores_gemma":[0.000658607,0.00009053665,0.8874446,0.0003789316,0.00002532784,0.000005725337,0.001752529,0.0003236576,0.001749875,0.0001717607,0.1065795,0.0008189085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758474,0.00004231017,0.00004502844,0.0221172,0.0001059968,0.0002454595,0.00002816743,0.00005084326,0.001517645],"genre_scores_gemma":[0.83972,0.0002392064,0.0003565611,0.0001307079,0.00003969967,0.000002512654,0.0001338825,0.0000249774,0.1593524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6670331,"threshold_uncertainty_score":0.9999922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1577195836","doi":"","title":"Hidrocarburos aromáticos policíclicos (HAP'S) en sedimentos del norte del Golfo de California, México","year":2009,"lang":"es","type":"article","venue":"Actas INAGEQ","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Humanities; Geology; Geography; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.007683900344978498,"gpt":0.2412983836866422,"spread":0.2336144833416637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003410186,0.0004963422,0.0004160899,0.0001787187,0.0001929835,0.0003351381,0.00160349,0.0003008535,0.0001440611],"category_scores_gemma":[0.0001126624,0.0004965262,0.0002231755,0.0005153392,0.0001335967,0.0003862536,0.0007181516,0.000798248,0.001095593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008481661,"about_ca_system_score_gemma":0.00009845193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003417659,"about_ca_topic_score_gemma":0.000002370869,"domain_scores_codex":[0.9964976,0.00008993606,0.0004713768,0.00080188,0.0007924817,0.001346701],"domain_scores_gemma":[0.9980278,0.0001950958,0.00009870694,0.000990325,0.0000223898,0.0006656895],"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":[0.0001313696,0.00239313,0.01322961,0.0004209637,0.0003153427,0.0008694684,0.002407238,0.004447384,0.7249286,0.01243764,0.008780004,0.2296393],"study_design_scores_gemma":[0.003500117,0.001499727,0.1507706,0.0006627384,0.000227194,0.0006514155,0.000112702,0.4942427,0.2055272,0.006684503,0.1330378,0.003083357],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622003,0.0008564816,0.02807431,0.004423137,0.0002310646,0.0005297215,0.0001019398,0.0003239637,0.003259111],"genre_scores_gemma":[0.9924343,0.0003511858,0.004160994,0.001848916,0.0003972518,0.00003075771,0.00002715539,0.00004408994,0.0007053514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5194014,"threshold_uncertainty_score":0.9997486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7097145517","doi":"","title":"A Wiley-Interscience Publication","year":2015,"lang":"en","type":"article","venue":"","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Section (typography); Permission; Payment; Authorization; Product (mathematics)","retraction":null,"screen_n_in":null,"score":{"opus":0.02805628143165488,"gpt":0.2363041849654757,"spread":0.2082479035338209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001112014,0.00002675816,0.0000228254,0.00002245858,0.00001119016,0.00006864297,0.0004392353,0.00001001699,0.00002424877],"category_scores_gemma":[0.00004604381,0.0000207477,0.000009520885,0.0001814524,0.00002131221,0.0003224486,0.0002088065,0.00003343821,0.0003582831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003893583,"about_ca_system_score_gemma":0.00001135576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001205433,"about_ca_topic_score_gemma":2.530177e-7,"domain_scores_codex":[0.9995512,0.000002929062,0.00004060422,0.000117811,0.0001826095,0.0001047926],"domain_scores_gemma":[0.9996595,0.000008803382,0.000004841508,0.0001818519,0.00001504695,0.0001299834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007912048,0.0003283441,0.002594994,0.00001808267,0.00001066975,0.00001353837,0.001262194,0.001097388,0.109957,0.2881426,0.2495208,0.3470465],"study_design_scores_gemma":[0.0004078269,0.000106165,0.001663674,0.00001042183,6.099623e-7,0.00003345548,0.00003656293,0.789376,0.076522,0.007191584,0.1243904,0.0002613226],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01402357,0.00003288905,0.9312299,0.00440878,0.00008843271,0.00003920952,1.348969e-7,0.0001851823,0.04999192],"genre_scores_gemma":[0.9700682,0.000002812022,0.02704065,0.0002741916,0.00001622672,0.000006265961,7.244167e-7,0.000001597465,0.002589386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9560446,"threshold_uncertainty_score":0.4605124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W357019876","doi":"","title":"Green Solvents for Precision Cleaning","year":2013,"lang":"en","type":"article","venue":"NASA STI Repository (National Aeronautics and Space Administration)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Environmentally friendly; Aerospace; Waste management; Flammable liquid; Environmental science; Process engineering; Solvent; Materials science; Chemistry; Engineering; Organic chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01482375955235686,"gpt":0.2462292833614418,"spread":0.2314055238090849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001125161,0.00009846701,0.00008160235,0.000034691,0.0001920389,0.0001889435,0.0001960732,0.0000590176,0.0000122476],"category_scores_gemma":[0.00004691297,0.00009214165,0.00003672736,0.00007060215,0.00004176036,0.0003490382,0.000102225,0.00008614983,0.00001527288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006569538,"about_ca_system_score_gemma":0.0000583706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000137368,"about_ca_topic_score_gemma":0.000001806347,"domain_scores_codex":[0.9989726,0.000009766582,0.0001728271,0.0002607933,0.000421332,0.0001627009],"domain_scores_gemma":[0.9994509,0.0001553356,0.00004544358,0.0001254145,0.00009771222,0.000125205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001204516,0.001065674,0.01215903,0.0003808851,0.0002009633,0.00002421139,0.0005951726,0.002946692,0.4334826,0.4625098,0.01082969,0.07568485],"study_design_scores_gemma":[0.001502944,0.000948531,0.2576469,0.00008981522,0.00001813424,0.0001517743,0.00004865712,0.6245691,0.05194214,0.03959831,0.0227176,0.0007661433],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6425924,0.000177444,0.3433191,0.007120478,0.0004010272,0.000814657,0.00001388888,0.0001509499,0.005410115],"genre_scores_gemma":[0.9688344,0.000007250299,0.02828923,0.00006989894,0.00008953387,0.00005812754,0.00001581326,0.000006959535,0.0026288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6216224,"threshold_uncertainty_score":0.3757427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7011526469","doi":"","title":"Modeling and Simulation of Supersonic Natural Gas Dehydration using De Laval Nozzle","year":2009,"lang":"en","type":"other","venue":"UTPedia (Universiti Teknologi Petronas)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nozzle; Inlet; Mass flow rate; Supersonic speed; Natural gas; Pressure drop; Drop (telecommunication); Mass flow; Water vapor; Volumetric flow rate","retraction":null,"screen_n_in":null,"score":{"opus":0.01205835051929577,"gpt":0.2206791188435495,"spread":0.2086207683242537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005730077,0.0001441785,0.0001670529,0.0002358767,0.00004084936,0.00002066789,0.0002871582,0.0001834593,0.00004347293],"category_scores_gemma":[0.00001562831,0.000157036,0.00004930964,0.000144232,0.00005644636,0.0001866228,0.0001866757,0.0002244101,0.000005497911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177141,"about_ca_system_score_gemma":0.000037597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001771865,"about_ca_topic_score_gemma":0.00002089907,"domain_scores_codex":[0.9991874,0.00001906248,0.00007950128,0.0002734989,0.00019376,0.000246753],"domain_scores_gemma":[0.9996657,0.00003511689,0.00004073637,0.0001840864,0.0000112699,0.00006314023],"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":[0.00001619755,0.00006038329,0.0001858626,0.0001085644,0.00004905367,0.00005136393,0.0003455849,0.967896,0.0168531,0.000915215,0.0007460364,0.01277261],"study_design_scores_gemma":[0.0002106469,0.00003825397,0.00004756398,0.00004881061,0.00001288545,0.000008163021,0.00005387047,0.9986382,0.0002011683,0.0001363632,0.0004499897,0.000154103],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5990202,0.002208812,0.3896575,0.0001758354,0.0001858333,0.0002204592,0.00001632036,0.0003588678,0.008156137],"genre_scores_gemma":[0.9734934,0.0003501071,0.01920075,0.0000137019,0.00009481041,4.548397e-7,0.00001954419,0.00004249901,0.006784703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3744732,"threshold_uncertainty_score":0.6403742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6925423603","doi":"10.17632/z3v6jdnwh6.1","title":"Photo Archive of In Situ Benthic Imagery from the Gully Marine Protected Area","year":2023,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Canyon; Habitat; Benthic zone; Population; Marine protected area; Continental shelf; Endangered species; Abyssal plain; Marine habitats","retraction":null,"screen_n_in":null,"score":{"opus":0.01522541013389589,"gpt":0.222762853702809,"spread":0.2075374435689131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.0005148337,0.000336799,0.0004211094,0.0001164724,0.0001077628,0.0001439432,0.005009575,0.0001090717,0.00001274445],"category_scores_gemma":[0.00004067057,0.0002452737,0.0000538445,0.0004721343,0.0001630945,0.0002109804,0.01019988,0.0009378807,0.00003946107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002664077,"about_ca_system_score_gemma":0.00003347769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01514587,"about_ca_topic_score_gemma":0.01179009,"domain_scores_codex":[0.9975813,0.0001574869,0.0004138393,0.0008817462,0.000469722,0.0004958911],"domain_scores_gemma":[0.9962296,0.001182731,0.000143973,0.002306377,0.000008206492,0.0001291093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002215917,0.0004013155,0.003015634,0.002536326,0.0003998906,0.0003510571,0.001792511,0.003538178,0.01470893,0.00001233762,0.9506195,0.02240279],"study_design_scores_gemma":[0.001206118,0.0001496923,0.175986,0.004576279,0.0001115583,0.00003152647,0.0002090912,0.6412039,0.0004549352,0.003252778,0.1714104,0.001407639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02705586,0.0002254441,0.00175112,0.0001706287,0.0001725524,0.0004634659,0.9700182,0.00008681358,0.00005591058],"genre_scores_gemma":[0.002228955,0.00157206,0.001677764,0.00009608368,0.0001752122,0.0000554458,0.994144,0.00002641178,0.00002402614],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.779209,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7006225950","doi":"","title":"Technologies environnementales dans les cabines d'avion","year":2011,"lang":"fr","type":"article","venue":"NPARC","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Emerging technologies; Work (physics); Context (archaeology); Production (economics); Process (computing)","retraction":null,"screen_n_in":null,"score":{"opus":0.04711954231471122,"gpt":0.2189832025884576,"spread":0.1718636602737464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009272192,0.0001802775,0.0001307,0.00005346738,0.0001208421,0.00004250146,0.0007621493,0.0001559195,0.00096889],"category_scores_gemma":[0.00002703362,0.0001707523,0.00007075039,0.0001775174,0.0006153453,0.0002497509,0.0007966888,0.0002623194,0.0003604193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257522,"about_ca_system_score_gemma":0.00001101251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002156935,"about_ca_topic_score_gemma":0.00001894518,"domain_scores_codex":[0.9987633,0.00001862963,0.0001646204,0.0003590952,0.0002541995,0.0004401397],"domain_scores_gemma":[0.9994195,0.00003181082,0.00002843307,0.0004300383,0.000007250919,0.00008297807],"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":[0.000006179012,0.0003243789,0.003926283,0.00009637821,0.00002122572,0.00007103563,0.001687587,0.00002783267,0.5633228,0.02559527,0.001213899,0.4037071],"study_design_scores_gemma":[0.00032891,0.000227367,0.01494451,0.0001539639,0.00001406988,0.00008156619,0.000911325,0.01063033,0.9074278,0.02236674,0.04242582,0.0004875983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7875909,0.006119738,0.083726,0.008463941,0.001075414,0.0003561071,0.00003569507,0.0008968306,0.1117354],"genre_scores_gemma":[0.9588155,0.000820016,0.03170727,0.00001678683,0.0000506422,0.00002580836,0.000003822838,0.00001644093,0.00854367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4032195,"threshold_uncertainty_score":0.9999444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239203421","doi":"10.1002/cjce.22668","title":"Issue Information ‐ TOC","year":2017,"lang":"en","type":"paratext","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Citation; Information retrieval; Computer science; World Wide Web; Library science","retraction":null,"screen_n_in":null,"score":{"opus":0.007741179457980566,"gpt":0.2011318795699853,"spread":0.1933907001120047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002471996,0.000194946,0.0002682894,0.000168978,0.00009771713,0.0004592748,0.002403988,0.0002069669,0.0002610486],"category_scores_gemma":[0.000216436,0.0001443889,0.0001429796,0.00009814294,0.00007265372,0.0005434233,0.0001307143,0.001038605,0.001117437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004020562,"about_ca_system_score_gemma":0.000440266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006973273,"about_ca_topic_score_gemma":0.00001059517,"domain_scores_codex":[0.9988033,0.000006208714,0.0003373251,0.00009205683,0.000367998,0.0003930806],"domain_scores_gemma":[0.9986236,0.00006520976,0.0001795359,0.0005127339,0.00006562257,0.0005533047],"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":[0.00001022532,0.00001361038,0.000002996342,0.0005233419,0.000246633,0.00009859045,0.0008203388,0.07322478,0.02140051,0.001004304,0.8705104,0.03214424],"study_design_scores_gemma":[0.0001910571,0.00002209711,0.000007715626,0.000281293,0.00001090507,0.0001806591,0.000001348949,0.0150092,0.03534995,0.00005917266,0.9486174,0.0002692034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04529485,0.04341701,0.4377112,0.08008816,0.1033692,0.003278987,0.0006334317,0.0004195146,0.2857877],"genre_scores_gemma":[0.9543772,0.0002261961,0.009796698,0.0008166087,0.00632037,0.00002988,0.00009174888,0.0001353832,0.02820591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9090824,"threshold_uncertainty_score":0.9996603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7120506295","doi":"","title":"Simulation of the chlorine precooler in a stationary model - case study.","year":2015,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Chlorine","retraction":null,"screen_n_in":null,"score":{"opus":0.03449180846200034,"gpt":0.2813398669729466,"spread":0.2468480585109462,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008965537,0.0005707204,0.0006070808,0.0004923533,0.0003426628,0.0001495436,0.001215696,0.0005509289,0.00001654652],"category_scores_gemma":[0.0006268477,0.0004945472,0.0002404521,0.001301476,0.00002611096,0.0006048255,0.0006366268,0.001142636,0.0000060191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208516,"about_ca_system_score_gemma":0.0009862033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001897633,"about_ca_topic_score_gemma":0.0003999684,"domain_scores_codex":[0.995225,0.0003508924,0.001133552,0.0009674552,0.001673415,0.0006497386],"domain_scores_gemma":[0.99725,0.0004041256,0.0005168713,0.0009700297,0.0004736306,0.0003853725],"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":[0.000333193,0.002787027,0.001126625,0.0004216415,0.0001575689,0.0008509393,0.01941312,0.9472712,0.002124634,0.021987,0.00006338431,0.003463705],"study_design_scores_gemma":[0.00180443,0.000144756,0.004345168,0.0003485672,0.00007593421,0.0007656413,0.002745621,0.9810137,0.0006840362,0.0004123493,0.007061236,0.0005985752],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827978,0.0002614153,0.009784548,0.001194444,0.0008350791,0.001499217,0.00007719354,0.0001010858,0.003449208],"genre_scores_gemma":[0.9975883,0.0000287718,0.0009934863,0.00002199868,0.0001297982,0.0002701722,0.0001847658,0.00005533519,0.0007273608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03374252,"threshold_uncertainty_score":0.9997506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7009942029","doi":"","title":"Gasoline Engine Co. of Toronto Junction Limited: makers gas and gasoline engines and launches.","year":2014,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gasoline; Petrol engine; Combustion; Octane rating; Heat engine","retraction":null,"screen_n_in":null,"score":{"opus":0.004028682632698863,"gpt":0.1616995925624528,"spread":0.1576709099297539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005351611,0.0001496208,0.0001835657,0.00006907571,0.00005573197,0.00003520779,0.0002553434,0.00007800476,0.00007012152],"category_scores_gemma":[0.00002077674,0.0001516995,0.0000392713,0.0001433243,0.0001053933,0.0009611328,0.0003798387,0.0001235776,0.000004429886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004403528,"about_ca_system_score_gemma":0.00001319192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001040776,"about_ca_topic_score_gemma":0.00000903302,"domain_scores_codex":[0.9991726,0.00002933004,0.00008875033,0.0003053127,0.0001742772,0.0002297314],"domain_scores_gemma":[0.9993698,0.0001077348,0.00003681358,0.000268358,0.00001150969,0.0002057929],"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":[0.001916421,0.00252674,0.1392277,0.00438313,0.001126407,0.0005018989,0.006989392,0.01516066,0.08037643,0.1029694,0.4324825,0.2123394],"study_design_scores_gemma":[0.00437502,0.001104438,0.08168772,0.0002718393,0.00007135381,0.00001591527,0.0004099058,0.08703417,0.09003985,0.0006780609,0.7328455,0.001466189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8684309,0.0004604942,0.077926,0.04553754,0.0002086297,0.0003625554,0.0000294139,0.0006209111,0.0064236],"genre_scores_gemma":[0.9657905,0.002100801,0.02143927,0.0001003834,0.00008713714,6.864261e-7,0.00003051492,0.00002286274,0.01042789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3003631,"threshold_uncertainty_score":0.6186127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7026640329","doi":"","title":"Approches générales de résolution pour les problèmes multi-attributs de tournées de véhicules et confection d'horaires","year":2013,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Limiting; Subject (documents); Work (physics); Nucleofection","retraction":null,"screen_n_in":null,"score":{"opus":0.007762936802099724,"gpt":0.1604757495092351,"spread":0.1527128127071354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004262062,0.0003802009,0.0003514784,0.00004454704,0.0001991458,0.0001253011,0.0004979811,0.0001443326,0.0002081009],"category_scores_gemma":[0.00001859432,0.0003783309,0.00006928842,0.00008252378,0.0002574031,0.000403517,0.000399396,0.000417121,7.417363e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096386,"about_ca_system_score_gemma":0.001817145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01707714,"about_ca_topic_score_gemma":0.01399267,"domain_scores_codex":[0.997336,0.000164446,0.0002736579,0.0004548824,0.001037449,0.0007335469],"domain_scores_gemma":[0.9987639,0.0003365998,0.0001694461,0.0002386705,0.000001126393,0.0004902337],"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":[0.0001944374,0.0004149479,0.07660834,0.003088485,0.0004162606,0.0001956606,0.000686222,0.005509878,0.6896622,0.1218914,0.009851611,0.09148053],"study_design_scores_gemma":[0.0007299344,0.000157411,0.2884946,0.001346951,0.00004962512,0.00009505493,0.0006469296,0.2864962,0.3663507,0.001317477,0.05338642,0.0009287301],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5938357,0.006984344,0.1922034,0.04013542,0.0005706526,0.001529809,0.0006462432,0.0001811236,0.1639133],"genre_scores_gemma":[0.8151917,0.001485049,0.02723703,0.0004174637,0.0002002938,0.00006261601,0.00001926395,0.00008810107,0.1552985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3233114,"threshold_uncertainty_score":0.9998668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995371846","doi":"","title":"Measurement of polynuclear aromatic hydrocarbons (PAHs) in epiphytic lichens and from PM 2.5 filters for receptor modeling in the Alberta Oil Sands Region (Invited)","year":2013,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Epiphyte; Lichen; Environmental chemistry; Environmental science; Oil sands; Oil spill; Environmental engineering; Chemistry; Geography; Ecology; Biology; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.02862635751650791,"gpt":0.2100022153175969,"spread":0.181375857801089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005131599,0.0001242628,0.0001672867,0.00006993268,0.00003319978,0.00005637358,0.0003822432,0.00006253758,4.013534e-7],"category_scores_gemma":[0.0003531754,0.00009896412,0.00003949942,0.0001386267,0.00003181996,0.0001534991,0.00009483014,0.0001753255,0.000005821204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007033279,"about_ca_system_score_gemma":0.000009126418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02451118,"about_ca_topic_score_gemma":0.001434985,"domain_scores_codex":[0.9987577,0.00003908942,0.0003245483,0.0002718478,0.0003161585,0.0002906622],"domain_scores_gemma":[0.9991522,0.0004306161,0.00006342903,0.000275019,0.000007069781,0.00007163569],"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":[0.0001088142,0.001268546,0.04504485,0.0009529561,0.0001605224,0.00002964999,0.02609556,0.2410853,0.6141227,0.00008913575,0.001704141,0.06933776],"study_design_scores_gemma":[0.0006091669,0.00005823661,0.01970357,0.0007609529,0.000007054828,0.000003027269,0.0002047041,0.9739573,0.003506463,0.0009399412,0.00004187745,0.0002076933],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971763,0.0001823036,0.0005812742,0.001561737,0.00003229991,0.0001442203,5.842592e-7,0.00001456495,0.0003066892],"genre_scores_gemma":[0.9965565,0.0000394124,0.003196297,0.0001170268,0.00002322947,0.00004568759,0.000002728805,0.00001115796,0.0000079631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.732872,"threshold_uncertainty_score":0.9819847,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7128100753","doi":"","title":"The Polymerization and Application of Silicone Microemulsions in the Development of Nanostructured Materials","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Chemical and Environmental Engineering Research","field":"Computer 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":"McMaster University","funders":"","keywords":"Microemulsion; Silicone; Polymerization; Elastomer; Nanoparticle; Vulcanization; Silicone oil","retraction":null,"screen_n_in":null,"score":{"opus":0.004738929048826133,"gpt":0.1875572497611502,"spread":0.1828183207123241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007147853,0.00008597155,0.0001060623,0.00006218639,0.00007168926,0.0000166853,0.0005013263,0.00007009254,0.0001539379],"category_scores_gemma":[0.000005591914,0.00005316055,0.00001770129,0.0002443309,0.00004753539,0.00006475292,0.0001040899,0.00005575094,0.000001403033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003149707,"about_ca_system_score_gemma":0.00002346739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002302714,"about_ca_topic_score_gemma":0.00005689707,"domain_scores_codex":[0.9994106,0.00003217569,0.000156662,0.0001536326,0.0001470976,0.00009988376],"domain_scores_gemma":[0.999627,0.00005899366,0.0001016263,0.0001799345,0.00001385202,0.00001862307],"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":[0.00002117913,0.00001106414,0.00006884158,0.0000530651,0.000008587027,3.811348e-7,0.0008311563,0.000002088561,0.702864,0.001088676,0.000002741289,0.2950482],"study_design_scores_gemma":[0.0003337467,0.00001884788,0.01394672,0.0001079406,0.000008315562,0.000001035222,0.0007213891,0.0001035778,0.9743448,0.0001739637,0.01011379,0.0001258083],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555423,0.0003653192,0.02229348,0.0002562637,0.0002183401,0.0007226943,0.00002865634,0.00002558673,0.02054742],"genre_scores_gemma":[0.9794504,0.00007221594,0.001061182,0.000004691985,0.000009043982,0.000003225917,0.00004301011,0.000007358134,0.01934886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2949224,"threshold_uncertainty_score":0.2167825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237798400","doi":"10.1016/s0015-1882(12)70019-8","title":"Veolia delivers produced water treatment system for Canadian oil sands project","year":2012,"lang":"en","type":"article","venue":"Filtration & Separation","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oil sands; Petroleum engineering; Waste management; Environmental science; Produced water; Engineering; Archaeology; Geography; Asphalt","retraction":null,"screen_n_in":null,"score":{"opus":0.02775289125175642,"gpt":0.2673956846865128,"spread":0.2396427934347564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001025278,0.00008618706,0.00006756723,0.00006126622,0.000126672,0.00006520416,0.000101982,0.00004358543,0.00001474574],"category_scores_gemma":[0.000006575158,0.00006355614,0.00003347985,0.00007779047,0.000007790712,0.000584462,0.00001116252,0.00002815932,0.00008187048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005942838,"about_ca_system_score_gemma":0.00005949394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003213468,"about_ca_topic_score_gemma":0.0005837239,"domain_scores_codex":[0.9992515,0.00001388162,0.0001088768,0.0001654926,0.0001227545,0.0003375055],"domain_scores_gemma":[0.9996484,0.00001217474,0.00001462174,0.0001669056,0.00002115228,0.000136767],"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":[0.00004358935,0.0001740327,0.0007453328,0.0001799325,0.0000540431,0.000001425904,0.005010596,0.003854309,0.9555357,0.005632035,0.005477867,0.02329118],"study_design_scores_gemma":[0.0003963492,0.0001339654,0.0004467794,0.00001172908,0.000008535032,0.000008794221,0.00004019169,0.06164456,0.885964,0.00000813881,0.05116976,0.0001671458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933531,0.0001253602,0.05625168,0.001232085,0.0009414858,0.001001764,0.00003884893,0.0002968347,0.006580917],"genre_scores_gemma":[0.9960164,0.000005967965,0.001524554,0.00001963903,0.0001729722,0.0002283547,0.0001944476,0.000006065263,0.001831552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0695716,"threshold_uncertainty_score":0.4857824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4235524109","doi":"10.1002/cjce.22304","title":"Issue Information ‐ TOC","year":2016,"lang":"en","type":"paratext","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Citation; Information retrieval; Computer science; World Wide Web; Library science","retraction":null,"screen_n_in":null,"score":{"opus":0.00541942824751133,"gpt":0.1851481057652799,"spread":0.1797286775177686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002212031,0.0001921837,0.0002442352,0.0001940601,0.00004419998,0.0001921311,0.001554179,0.0001938996,0.0004985773],"category_scores_gemma":[0.0001400347,0.0001217881,0.0001346423,0.0001801496,0.00005797536,0.0004391406,0.0001005277,0.0007373282,0.001744286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005052119,"about_ca_system_score_gemma":0.0003782108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002424669,"about_ca_topic_score_gemma":0.000004401413,"domain_scores_codex":[0.9987466,0.000007532094,0.0003704496,0.00009116971,0.0003683246,0.0004158612],"domain_scores_gemma":[0.9988214,0.0001030754,0.0001190842,0.0003273464,0.00006432545,0.0005647045],"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":[0.00001222283,0.00001262575,0.000002322396,0.0004855301,0.0002415747,0.00006558323,0.0006659778,0.02770666,0.06275101,0.001846132,0.8642763,0.04193405],"study_design_scores_gemma":[0.0002104326,0.00002271232,0.000003229813,0.000326801,0.000008035922,0.0001516902,0.000001133194,0.004706402,0.06104914,0.00008347618,0.9331809,0.0002561002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01978409,0.02100566,0.7327029,0.06485249,0.04946937,0.00175741,0.0004653966,0.0002849329,0.1096778],"genre_scores_gemma":[0.9325556,0.0003810714,0.01399717,0.001761423,0.01022286,0.00004965536,0.00008131463,0.0002174452,0.04073342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9127715,"threshold_uncertainty_score":0.999033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}