{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":256,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":256,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"02b93b3def47","filters":{"topic":"Microbial Applications in Construction Materials"}},"results":[{"id":"W2051382488","doi":"10.1139/cgj-2012-0023","title":"Cementation of sand soil by microbially induced calcite precipitation at various degrees of saturation","year":2013,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":755,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Deltares","keywords":"Cementation (geology); Geotechnical engineering; Saturation (graph theory); Calcite; Cohesion (chemistry); Degree of saturation; Soil stabilization; Soil water; Permeability (electromagnetism); Water content; Geology; Subgrade; Materials science; Mineralogy; Soil science; Cement; Composite material; Chemistry","authors":[{"name":"Liang Cheng","is_ca":false},{"name":"R. Cord‐Ruwisch","is_ca":false},{"name":"Mohamed A. Shahin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00865479143270939,"gpt":0.2122399171819924,"spread":0.2035851257492831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001805021,0.0003231221,0.0001760341,0.0001882752,0.000135015,0.000211052,0.0001455995,0.0001094577,0.0005477619],"category_scores_gemma":[0.0003348562,0.0001112066,0.0001542466,0.0001800714,0.0002158908,0.0001256659,0.0001862013,0.0002585496,0.00007799536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000253495,"about_ca_system_score_gemma":0.0002482488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157987,"about_ca_topic_score_gemma":0.005430324,"domain_scores_codex":[0.9998753,0.00002349469,0.000009137345,0.00001541987,0.00004607343,0.00003048569],"domain_scores_gemma":[0.9998413,0.00004082995,0.00004175226,0.00001475655,0.00002917077,0.00003213759],"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":[0.00009133181,0.00001602889,0.0003937267,0.00003297737,0.00000452216,0.00002215971,0.0000258826,0.0003174212,0.9979449,0.00002637405,0.000009929508,0.001114645],"study_design_scores_gemma":[0.000005327925,0.0002273222,0.001682168,0.000001960827,0.000006163056,0.00001504473,0.00001470041,0.0006940696,0.9970717,0.000008808121,0.0002707216,0.000001930685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983349,0.000171434,0.0009304549,0.000008659057,0.000004475587,0.0000120637,0.00004369432,0.00002154912,0.0004726592],"genre_scores_gemma":[0.9988582,0.0001354305,0.0005895435,0.000003577802,0.000001635147,0.000005177074,0.00004529985,0.000006251364,0.0003548402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002157987,"threshold_uncertainty_score":0.004290879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2294033738","doi":"10.3389/fbioe.2016.00004","title":"Carbonate Precipitation through Microbial Activities in Natural Environment, and Their Potential in Biotechnology: A Review","year":2016,"lang":"en","type":"review","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":672,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Trillium Foundation","keywords":"Natural (archaeology); Biochemical engineering; Biotechnology; Microbial consortium; Precipitation; Carbonate; Environmental science; Environmental chemistry; Chemistry; Biology; Engineering; Microorganism; Geography; Bacteria; Organic chemistry","authors":[{"name":"Tingting Zhu","is_ca":true},{"name":"Maria Dittrich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006654858375528583,"gpt":0.2183712140630349,"spread":0.2117163556875063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004664793,0.0009218596,0.001000563,0.002565923,0.0002985527,0.001089855,0.0005609059,0.00086647,0.003575401],"category_scores_gemma":[0.0005866871,0.0002993511,0.000435549,0.003170369,0.0003648373,0.001651736,0.0006763609,0.001066386,0.001469747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004813764,"about_ca_system_score_gemma":0.001320773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071937,"about_ca_topic_score_gemma":0.002099121,"domain_scores_codex":[0.9998137,0.00001912057,0.00003098294,0.00004017398,0.00007476341,0.0000212378],"domain_scores_gemma":[0.9996532,0.0001431732,0.00006337435,0.00001071996,0.00009759263,0.00003192585],"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":[0.00005909205,0.0001051634,0.000310512,0.03348629,0.00008133063,0.0002365298,0.0001208715,0.0004902555,0.006873899,0.004863165,0.02260755,0.9307654],"study_design_scores_gemma":[0.000005899188,0.00008809356,0.0007194182,0.00232414,0.00009265042,0.0007260266,0.00008091525,0.00009781973,0.001430958,0.001251786,0.9931623,0.00002009313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002139223,0.9984049,0.0001370382,0.0001530184,0.0001512196,0.000003466356,0.00002037626,0.000005732052,0.0009103132],"genre_scores_gemma":[0.0009437646,0.9981408,0.0001964482,0.00007142762,0.0001002453,0.000003685846,0.00002634963,0.000001235881,0.0005160407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003575401,"threshold_uncertainty_score":0.01196092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900536443","doi":"10.1139/cgj-2018-0007","title":"Strength, stiffness, and microstructure characteristics of biocemented calcareous sand","year":2018,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":257,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cementation (geology); Geotechnical engineering; Ultimate tensile strength; Microstructure; Compressive strength; Materials science; Cohesion (chemistry); Calcareous; Stiffness; Composite material; Geology; Cement; Chemistry","authors":[{"name":"Lu Liu","is_ca":false},{"name":"Hanlong Liu","is_ca":false},{"name":"Armin W. Stuedlein","is_ca":false},{"name":"T. Matthew Evans","is_ca":false},{"name":"Yang Xiao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005835994648200248,"gpt":0.2124609601205164,"spread":0.2066249654723161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001749345,0.0001450621,0.0001169657,0.0004776546,0.0001473185,0.0001828969,0.0001476839,0.0001623781,0.0003882069],"category_scores_gemma":[0.0003247583,0.0001115903,0.00009560618,0.0002882014,0.0002768317,0.0001066848,0.0001305272,0.0001194226,0.00004799515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003273439,"about_ca_system_score_gemma":0.0002336461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007621467,"about_ca_topic_score_gemma":0.02350458,"domain_scores_codex":[0.9998274,0.00001283415,0.00001350793,0.00002744398,0.00009727899,0.00002163569],"domain_scores_gemma":[0.9997479,0.00004432133,0.00006448845,0.00001378487,0.00009444637,0.00003505835],"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":[0.00007566754,0.00001127939,0.008718995,0.00003213785,0.000005232519,0.00006582692,0.00005507131,0.0007843968,0.9875463,0.00002999125,0.00001522902,0.002659871],"study_design_scores_gemma":[0.000006489608,0.0003588698,0.26051,0.000007726484,0.00002288923,0.0002269415,0.0002877045,0.003908317,0.7339177,0.00003741027,0.0006960988,0.00001991534],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993116,0.0000748142,0.0002964145,0.000003676764,0.000001128568,0.000004003819,0.00006400175,0.000005602505,0.0002388588],"genre_scores_gemma":[0.9992688,0.00006310018,0.0003312645,0.000003527375,6.395178e-7,0.000003296909,0.0000649662,0.000001512201,0.0002628916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007621467,"threshold_uncertainty_score":0.01515418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012435611","doi":"10.1016/j.gca.2003.12.018","title":"Strontium incorporation into calcite generated by bacterial ureolysis","year":2004,"lang":"en","type":"article","venue":"Geochimica et Cosmochimica Acta","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":254,"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":"Calcite; Carbonate; Chemistry; Strontium; Precipitation; Calcium carbonate; Ammonium; Mineralogy; Environmental chemistry; Geology; Organic chemistry","authors":[{"name":"Yoshiko Fujita","is_ca":false},{"name":"G. D. Redden","is_ca":false},{"name":"Jani C. Ingram","is_ca":false},{"name":"Marnie M. Cortez","is_ca":false},{"name":"F. G. Ferris","is_ca":true},{"name":"Robert W. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005534955933531919,"gpt":0.2220459325749674,"spread":0.2165109766414355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003345228,0.0003469224,0.000293928,0.0002201365,0.0001732189,0.0004665813,0.0002918035,0.0004376393,0.0008332537],"category_scores_gemma":[0.000406751,0.0001696167,0.0002429362,0.0002446229,0.0003189505,0.0002751818,0.0002294207,0.0003926425,0.0002385049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004406577,"about_ca_system_score_gemma":0.0002908916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156867,"about_ca_topic_score_gemma":0.001394188,"domain_scores_codex":[0.9998161,0.00003702506,0.00001737141,0.00003558384,0.00004509739,0.00004887765],"domain_scores_gemma":[0.9998446,0.00005189747,0.00002925188,0.00002421484,0.00003002767,0.00002003491],"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":[0.0002450653,0.0000131241,0.0001315306,0.00003098647,0.000006057412,0.00003077854,0.0000240261,0.0001665858,0.9983134,0.0001391959,0.000008373055,0.000890912],"study_design_scores_gemma":[0.000006981727,0.000058854,0.0002268263,0.000001138733,0.000004946176,0.00001274148,0.000006610009,0.0002811706,0.9991775,0.00001491217,0.0002059974,0.00000226603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970613,0.0003543556,0.001428342,0.00002363205,0.00001308774,0.00001091943,0.00007327844,0.00003003449,0.001005011],"genre_scores_gemma":[0.9984694,0.0001575502,0.0006188917,0.000004698313,0.000002381434,0.000003080342,0.00008345785,0.00001276579,0.0006477137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001156867,"threshold_uncertainty_score":0.003197193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024732679","doi":"10.1016/j.gca.2005.03.014","title":"The coprecipitation of Sr into calcite precipitates induced by bacterial ureolysis in artificial groundwater: Temperature and kinetic dependence","year":2005,"lang":"en","type":"article","venue":"Geochimica et Cosmochimica Acta","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":250,"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":"Calcite; Ammonia volatilization from urea; Precipitation; Chemistry; Saturation (graph theory); Mineralogy; Environmental chemistry; Urea; Geology; Organic chemistry","authors":[{"name":"Andrew C. Mitchell","is_ca":true},{"name":"F. G. Ferris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006858111539202854,"gpt":0.2352568070988539,"spread":0.2283986955596511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002394235,0.0002308637,0.0002988498,0.0001584985,0.0001067111,0.0002431213,0.0003009969,0.0002183497,0.0007814014],"category_scores_gemma":[0.0005642938,0.0001590785,0.0002734113,0.0001266652,0.0002630318,0.0002423061,0.0001872806,0.0003021058,0.0002450578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003829627,"about_ca_system_score_gemma":0.0001831078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171719,"about_ca_topic_score_gemma":0.00138056,"domain_scores_codex":[0.9998236,0.00002434335,0.00001796915,0.0000413425,0.00005027643,0.00004246685],"domain_scores_gemma":[0.9997448,0.00008032929,0.00006345365,0.0000330931,0.00005775383,0.00002049836],"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":[0.00012353,0.000006674575,0.0001763012,0.00002648318,0.000005495132,0.00001891994,0.00001613108,0.0001016305,0.9986418,0.00006358101,0.00001611706,0.0008032595],"study_design_scores_gemma":[0.000003699066,0.00004136629,0.001031893,8.578972e-7,0.000003312402,0.00002881931,0.000007227765,0.0007573926,0.9979641,0.00001331206,0.0001450598,0.000002953594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996006,0.0004299789,0.002644066,0.00003857949,0.00001271808,0.00001420209,0.00009738671,0.00006353432,0.0006936299],"genre_scores_gemma":[0.9977505,0.0001438107,0.001186243,0.0000110643,0.00000436454,0.000006968937,0.00009868919,0.00002608368,0.00077233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001171719,"threshold_uncertainty_score":0.00277859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2426837655","doi":"10.1139/cgj-2015-0475","title":"Geotechnical engineering behaviors of gellan gum biopolymer treated sand","year":2016,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":239,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Korea Advanced Institute of Science and Technology; Ministry of Land, Infrastructure and Transport; National Research Foundation of Korea; Korea Institute of Construction Technology; Ministry of Science, ICT and Future Planning; National Research Foundation","keywords":"Gellan gum; Geotechnical engineering; Cohesion (chemistry); Biopolymer; Direct shear test; Xanthan gum; Materials science; Compressive strength; Rheology; Geology; Polymer; Composite material; Shear (geology); Chemistry","authors":[{"name":"Ilhan Chang","is_ca":false},{"name":"Jooyoung Im","is_ca":false},{"name":"Gye-Chun Cho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00644394312505469,"gpt":0.2025095361658319,"spread":0.1960655930407772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001288576,0.0003034475,0.0001644154,0.0004032189,0.0001458284,0.0002150823,0.0001078816,0.0001845511,0.0006316749],"category_scores_gemma":[0.0002317547,0.0001497761,0.0002062049,0.000263397,0.0001611456,0.0002011357,0.0001144012,0.0003312186,0.000104112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345995,"about_ca_system_score_gemma":0.0001939777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001671219,"about_ca_topic_score_gemma":0.004023317,"domain_scores_codex":[0.9998925,0.00001791744,0.0000125425,0.00001756944,0.00003839555,0.00002110188],"domain_scores_gemma":[0.9998143,0.00003943858,0.00006565275,0.00001147144,0.00004087115,0.00002817847],"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":[0.00003050205,0.000012579,0.0003564387,0.00002432703,0.000003522632,0.00003950904,0.0000305553,0.0001720626,0.9986505,0.00001321106,0.000005729996,0.0006610185],"study_design_scores_gemma":[0.000001835847,0.0001850899,0.007031542,0.000003943248,0.0000103151,0.00003342886,0.00005212567,0.0005596714,0.9917541,0.000009774798,0.0003527347,0.000005445285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988533,0.0002167151,0.0004255941,0.000009108431,0.000004442966,0.000009076954,0.00006700874,0.000009229669,0.0004055437],"genre_scores_gemma":[0.9974065,0.0002893242,0.001354937,0.00001440836,0.000002538539,0.00001324934,0.0001021733,0.000008756812,0.0008080429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001671219,"threshold_uncertainty_score":0.003322959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911254018","doi":"10.1139/cgj-2018-0573","title":"Effect of relative density and biocementation on cyclic response of calcareous sand","year":2019,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":234,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Liquefaction; Calcareous; Relative density; Geotechnical engineering; Calcium carbonate; Soil water; Scanning electron microscope; Particle size; Pore water pressure; Materials science; Particle (ecology); Geology; Carbonate; Effective stress; Composite material; Soil science; Metallurgy; Microstructure","authors":[{"name":"Peng Xiao","is_ca":false},{"name":"Hanlong Liu","is_ca":false},{"name":"Armin W. Stuedlein","is_ca":false},{"name":"T. Matthew Evans","is_ca":false},{"name":"Yang Xiao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004527392258923619,"gpt":0.2308948365810969,"spread":0.2263674443221733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002110967,0.0003576937,0.0002142386,0.000249004,0.000147747,0.0002606855,0.0002022347,0.000194217,0.0008005118],"category_scores_gemma":[0.0006716192,0.0001641307,0.0001251343,0.0002184171,0.0002826699,0.0001583516,0.0002081779,0.0002335281,0.00007629031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002714042,"about_ca_system_score_gemma":0.0001779686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002148098,"about_ca_topic_score_gemma":0.004223191,"domain_scores_codex":[0.9997904,0.000034817,0.00002294783,0.00003284806,0.00007375232,0.00004522768],"domain_scores_gemma":[0.9995925,0.0001250369,0.0001082387,0.00003000591,0.00009409484,0.00005017702],"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":[0.0001377651,0.00002166589,0.0007454569,0.00004957613,0.00000580509,0.00003929462,0.00004583709,0.0003797085,0.9962987,0.00001500461,0.0000129552,0.00224819],"study_design_scores_gemma":[0.000003768314,0.0004211957,0.008689403,0.000003631723,0.0000118511,0.00003019311,0.00005619794,0.0007326316,0.9897327,0.000005444992,0.0003073993,0.000005593724],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991776,0.0002079734,0.0002794174,0.000008733297,0.000004647193,0.000008091442,0.00003517793,0.00001340366,0.0002649404],"genre_scores_gemma":[0.9991361,0.0001397973,0.0004262116,0.000007419345,0.000001887329,0.000007371815,0.00004050201,0.000003899323,0.0002368063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002148098,"threshold_uncertainty_score":0.00427115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2619925244","doi":"10.1016/j.cemconcomp.2017.05.013","title":"Effect of self-healing on strength and durability of zeolite-immobilized bacterial cementitious mortar composites","year":2017,"lang":"en","type":"article","venue":"Cement and Concrete Composites","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":234,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mortar; Durability; Materials science; Cementitious; Scanning electron microscope; Zeolite; Composite material; Compressive strength; Self-healing; Cement; Chemistry; Catalysis","authors":[{"name":"Sini Bhaskar","is_ca":true},{"name":"Khandaker M. Anwar Hossain","is_ca":true},{"name":"Mohamed Lachemi","is_ca":true},{"name":"Gideon Wolfaardt","is_ca":true},{"name":"Marthinus “Otini” Kroukamp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006339629000116251,"gpt":0.2428380121833731,"spread":0.2364983831832568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002466915,0.0003049896,0.0002388555,0.0001783582,0.0001328481,0.0002318453,0.0001956053,0.0002665033,0.001363972],"category_scores_gemma":[0.0003815397,0.0002080738,0.0002589498,0.0001349884,0.0002431515,0.0002807214,0.0001533447,0.0003962914,0.0001896744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544912,"about_ca_system_score_gemma":0.0001906186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009447859,"about_ca_topic_score_gemma":0.00163023,"domain_scores_codex":[0.9998232,0.00002614644,0.00002091618,0.00002925092,0.00004138809,0.00005931907],"domain_scores_gemma":[0.9996071,0.0001284797,0.00009780924,0.00003150678,0.0000612838,0.00007382859],"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":[0.0005137673,0.00005598152,0.0002635765,0.00003341452,0.00001023164,0.00002680925,0.00003128191,0.00011496,0.9981139,0.00002131472,0.00001073328,0.0008040831],"study_design_scores_gemma":[0.000006143436,0.0002291542,0.001235624,0.000001664816,0.00001096543,0.00001126904,0.00001409223,0.0002670037,0.9981284,0.000003875341,0.00008842209,0.000003491506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993477,0.0002135826,0.0001941242,0.000006958725,0.000007903465,0.000003396626,0.00003276889,0.00001231905,0.0001812301],"genre_scores_gemma":[0.9993141,0.0000984662,0.0001700323,0.00000693826,0.000002391464,0.000002817679,0.00003149045,0.0000054685,0.0003683971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001363972,"threshold_uncertainty_score":0.004562914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976241532","doi":"10.1080/01490450600724233","title":"The Influence of<i>Bacillus pasteurii</i>on the Nucleation and Growth of Calcium Carbonate","year":2006,"lang":"en","type":"article","venue":"Geomicrobiology Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":215,"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":"Calcite; Dissolution; Chemistry; Biomineralization; Solubility; Chemical engineering; Nucleation; Microcosm; Bacteria; Inorganic chemistry; Mineralogy; Environmental chemistry; Geology; Organic chemistry","authors":[{"name":"Andrew C. Mitchell","is_ca":true},{"name":"F. G. Ferris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00474186654057506,"gpt":0.1898740483807608,"spread":0.1851321818401857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001798184,0.0003403237,0.0004043564,0.0001326109,0.0001873984,0.0006374011,0.0003527665,0.0003500721,0.0007432183],"category_scores_gemma":[0.0005684922,0.0002408648,0.0002121526,0.0001805468,0.0002417695,0.0001738701,0.0004269915,0.0004932889,0.0002236811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000542124,"about_ca_system_score_gemma":0.0004392657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009716043,"about_ca_topic_score_gemma":0.007843408,"domain_scores_codex":[0.9996375,0.00005382779,0.00003075852,0.00008685877,0.0000935744,0.00009755314],"domain_scores_gemma":[0.9996303,0.0001395862,0.00006981685,0.00002993995,0.00006198911,0.00006833535],"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":[0.0003507364,0.00002522183,0.00069786,0.00004407902,0.000007764598,0.00003531693,0.00002108259,0.0001042912,0.9975048,0.00003237052,0.00004534576,0.001131151],"study_design_scores_gemma":[0.00001716378,0.0005419542,0.01552349,0.000007812085,0.00001697901,0.0000816104,0.00007661632,0.001652366,0.9809721,0.00002499502,0.001071089,0.00001388332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970971,0.0004571222,0.0004388428,0.00006759789,0.00001606551,0.00001853534,0.0003623005,0.00003366029,0.001508702],"genre_scores_gemma":[0.9975521,0.0002154398,0.001377633,0.00005206363,0.00000680981,0.00001766896,0.0002475373,0.00001598211,0.0005148553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009716043,"threshold_uncertainty_score":0.01931894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080946207","doi":"10.1139/cgj-2020-0045","title":"Strength and permeability of bentonite-assisted biocemented coarse sand","year":2020,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":208,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Geotechnical engineering; Bentonite; Permeability (electromagnetism); Geology","authors":[{"name":"Guoliang Ma","is_ca":false},{"name":"Xiang He","is_ca":false},{"name":"Xiang Jiang","is_ca":false},{"name":"Hanlong Liu","is_ca":false},{"name":"Jian Chu","is_ca":false},{"name":"Yang Xiao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01568738226558489,"gpt":0.2251090585036341,"spread":0.2094216762380492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001760043,0.0004267237,0.0002173692,0.0003115206,0.0001491461,0.0002697745,0.0001960717,0.0002554822,0.0006967667],"category_scores_gemma":[0.0002970327,0.0001975812,0.0001939093,0.0001807392,0.0002180752,0.0002148709,0.000251458,0.0002969931,0.0001172314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004009805,"about_ca_system_score_gemma":0.000247153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003860857,"about_ca_topic_score_gemma":0.01137484,"domain_scores_codex":[0.9998662,0.00001213616,0.0000114736,0.00002427227,0.00005113785,0.00003476957],"domain_scores_gemma":[0.9998061,0.00003566006,0.000052138,0.00001023414,0.00004872051,0.00004714158],"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":[0.00003198369,0.000005660763,0.0002458674,0.00002981808,0.000002948788,0.00003036313,0.00001582252,0.0001876771,0.9987423,0.00001465822,0.000007685571,0.0006850759],"study_design_scores_gemma":[0.000002452901,0.00008819292,0.003416014,0.000003301526,0.000008745859,0.00003060417,0.00003158429,0.000856807,0.995122,0.000006642847,0.000427734,0.00000581626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985408,0.0002440628,0.0007195134,0.00001160111,0.0000090004,0.000008583639,0.00006964876,0.00002432125,0.0003724971],"genre_scores_gemma":[0.9979856,0.0001815304,0.0009001034,0.000008567519,0.000001647883,0.000006056907,0.00007437405,0.000007315367,0.0008347674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003860857,"threshold_uncertainty_score":0.00767678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887676717","doi":"10.1139/cgj-2018-0191","title":"Sand and silty-sand soil stabilization using bacterial enzyme–induced calcite precipitation (BEICP)","year":2018,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":169,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Silt; Calcite; Soil water; Geotechnical engineering; Soil science; Precipitation; Soil stabilization; Geology; Compressive strength; Environmental science; Mineralogy; Materials science; Composite material; Geomorphology","authors":[{"name":"Tung Hoang","is_ca":false},{"name":"James E. Alleman","is_ca":false},{"name":"Bora Çetin","is_ca":false},{"name":"Kaoru Ikuma","is_ca":false},{"name":"Sun-Gyu Choi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01964102052004596,"gpt":0.2517953296488328,"spread":0.2321543091287868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001432597,0.0003723925,0.0002284622,0.0003145225,0.0001803218,0.0002913792,0.0002266683,0.0002053579,0.0006042087],"category_scores_gemma":[0.0002558281,0.0001074262,0.0001766858,0.0002683193,0.0001780079,0.0001875374,0.0003018314,0.0003602296,0.0001306458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002441402,"about_ca_system_score_gemma":0.0002698579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008373,"about_ca_topic_score_gemma":0.003978249,"domain_scores_codex":[0.9997762,0.00001795812,0.00001430548,0.00004179492,0.0001089486,0.00004084212],"domain_scores_gemma":[0.9998969,0.00002022097,0.00003163038,0.00001073496,0.00002628195,0.000014392],"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":[0.00002903171,0.0000145042,0.0003164109,0.00007030988,0.000006319952,0.00003287087,0.00001389412,0.0001980668,0.9950826,0.0000404914,0.00002159636,0.004173886],"study_design_scores_gemma":[0.000001232843,0.00008600349,0.001062452,0.000001938836,0.000003448703,0.00003478764,0.00001118046,0.0003311851,0.9979407,0.000008156515,0.0005169124,0.000002061106],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829614,0.001174219,0.01327789,0.00004228691,0.00003234057,0.00006405907,0.0001497471,0.0001409333,0.002157091],"genre_scores_gemma":[0.9897158,0.000499899,0.00874198,0.00002161118,0.000006016503,0.0000237327,0.0001519262,0.00001591838,0.0008232055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001008373,"threshold_uncertainty_score":0.002021313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2343756828","doi":"10.1139/cgj-2015-0635","title":"Urease active bioslurry: a novel soil improvement approach based on microbially induced carbonate precipitation","year":2016,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":142,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Urease; Chemistry; Precipitation; Carbonate; Calcium carbonate; Cementation (geology); Compressive strength; Chemical engineering; Urea; Metallurgy; Materials science; Composite material; Organic chemistry","authors":[{"name":"Liang Cheng","is_ca":false},{"name":"Mohamed A. Shahin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01169002963300215,"gpt":0.2109535585327334,"spread":0.1992635288997313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001426231,0.0004895665,0.0003276718,0.0002540646,0.0001259591,0.0003417129,0.0003788697,0.0004791607,0.0005709445],"category_scores_gemma":[0.0001456547,0.0002189891,0.0002753377,0.0001205868,0.000235372,0.0003514952,0.0004126256,0.0004501611,0.0002625052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737438,"about_ca_system_score_gemma":0.0001699819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002990208,"about_ca_topic_score_gemma":0.0008124909,"domain_scores_codex":[0.9998521,0.00001875998,0.000009271414,0.00003446118,0.00005917455,0.00002630828],"domain_scores_gemma":[0.9999204,0.00001015478,0.00003490801,0.000008698246,0.00001169329,0.00001412473],"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":[0.000009522108,0.00001423923,0.00003959143,0.00004184637,0.000002949831,0.00002141071,0.000006657864,0.00005598163,0.9973963,0.00005761184,0.00001816667,0.002335677],"study_design_scores_gemma":[0.000005457543,0.0001193873,0.0003665979,0.000002161833,0.000005272298,0.00009335778,0.000006510176,0.000527035,0.997077,0.0000111276,0.001781758,0.000004416523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8758066,0.004736457,0.1136053,0.000334191,0.0001521984,0.0002740804,0.0001808713,0.001034006,0.00387625],"genre_scores_gemma":[0.9417535,0.001917484,0.05267393,0.0001035499,0.00003608555,0.00008096833,0.0001241456,0.000078572,0.003231885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005709445,"threshold_uncertainty_score":0.001910031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914894130","doi":"10.1371/journal.pone.0210339","title":"Sporosarcina pasteurii can form nanoscale calcium carbonate crystals on cell surface","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":139,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta; Indian Institute of Science","keywords":"Calcium carbonate; Vaterite; Calcite; Chemical engineering; Materials science; Calcium; Mineralogy; Scanning electron microscope; Nucleation; Chemistry; Aragonite; Metallurgy; Composite material; Organic chemistry","authors":[{"name":"Tanushree Ghosh","is_ca":true},{"name":"Swayamdipta Bhaduri","is_ca":true},{"name":"Carlo Montemagno","is_ca":true},{"name":"Aloke Kumar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01915001773005853,"gpt":0.1985298371724597,"spread":0.1793798194424012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006330582,0.0002543913,0.0001821329,0.00009523729,0.00009162461,0.0002436739,0.0001583122,0.0002222925,0.0004734403],"category_scores_gemma":[0.0001224932,0.0001014874,0.0001562305,0.0001476952,0.0001028555,0.0001252713,0.0002085134,0.0002628163,0.0001599128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196935,"about_ca_system_score_gemma":0.0001171519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009796115,"about_ca_topic_score_gemma":0.0009515211,"domain_scores_codex":[0.9999037,0.000009439331,0.00000591672,0.00002242139,0.00003577309,0.00002278291],"domain_scores_gemma":[0.9999297,0.00001656039,0.00001703394,0.000008409541,0.00001720977,0.00001119392],"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":[0.00001826957,0.000004154738,0.0002348363,0.00002002446,0.000001473703,0.00003625574,0.000008123869,0.00003432507,0.9992136,0.00001243272,0.00001035884,0.000406225],"study_design_scores_gemma":[0.000003592237,0.0001506266,0.01007484,0.000003813668,0.000006871225,0.0001397102,0.00005095168,0.0008457174,0.98747,0.00002080096,0.001227953,0.000005095408],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969795,0.0004410191,0.001209027,0.00003734913,0.000009563505,0.00001265551,0.0002523121,0.00003574898,0.001022939],"genre_scores_gemma":[0.9965032,0.000266986,0.00188972,0.00001898623,0.00000346042,0.00001363673,0.0003552425,0.000008726666,0.0009400558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009796115,"threshold_uncertainty_score":0.00194782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898275836","doi":"10.1016/j.conbuildmat.2018.10.143","title":"Autogenous self-healing of cement with expansive minerals-I: Impact in early age crack healing","year":2018,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":131,"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":"Islamic Development Bank; Engineering and Physical Sciences Research Council; Cambridge Overseas Trust","keywords":"Materials science; Expansive; Expansive clay; Flexural strength; Portland cement; Cement; Durability; Self-healing; Bentonite; Composite material; Geotechnical engineering; Compressive strength; Geology","authors":[{"name":"Tanvir Qureshi","is_ca":true},{"name":"Abir Al‐Tabbaa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01018954139147144,"gpt":0.2561465995501138,"spread":0.2459570581586423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001692942,0.0001664376,0.0001620796,0.0002453428,0.0001532975,0.0003412318,0.0002303002,0.0002471791,0.001572958],"category_scores_gemma":[0.00033088,0.0001119883,0.0001547908,0.0001239154,0.0003285702,0.000425978,0.0003030586,0.0003658076,0.0001433283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002089684,"about_ca_system_score_gemma":0.0002343328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009008002,"about_ca_topic_score_gemma":0.00158749,"domain_scores_codex":[0.9999065,0.00001094209,0.000004096677,0.00001502431,0.00003143304,0.0000319827],"domain_scores_gemma":[0.9998308,0.00004824897,0.00004079468,0.00002251429,0.00003094101,0.00002662803],"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":[0.0003540468,0.00006851998,0.001968063,0.0000830358,0.000006225078,0.0001004735,0.0001076233,0.0004432711,0.992265,0.0005203455,0.00004255586,0.004040793],"study_design_scores_gemma":[0.00000766175,0.0002726088,0.005776894,0.000009111326,0.00001093008,0.00008316311,0.0001423218,0.001747763,0.9907789,0.0001258722,0.001038191,0.000006524432],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977031,0.0006981382,0.0006042041,0.00001525144,0.000007396744,0.000008078416,0.00003899029,0.0000180174,0.0009067929],"genre_scores_gemma":[0.9988577,0.0001452156,0.000355355,0.000004790014,0.000001211708,0.000002460333,0.00002053753,0.000007459372,0.0006051949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001572958,"threshold_uncertainty_score":0.005262077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207380409","doi":"10.1016/j.compositesb.2021.109397","title":"Crack self-healing in bio-green concrete","year":2021,"lang":"en","type":"article","venue":"Composites Part B Engineering","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":113,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Western University","funders":"China Scholarship Council","keywords":"Sorptivity; Materials science; Composite material; Scanning electron microscope; Self-healing; Raman spectroscopy; Absorption of water; Cement; Energy-dispersive X-ray spectroscopy","authors":[{"name":"Lei V. Zhang","is_ca":true},{"name":"Moncef L. Nehdi","is_ca":true},{"name":"Ahmed R. Suleiman","is_ca":true},{"name":"Malihe Mehdizadeh Allaf","is_ca":true},{"name":"Manguang Gan","is_ca":false},{"name":"Afshin Marani","is_ca":true},{"name":"Murat Tuyan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006652048080036684,"gpt":0.2036144741148647,"spread":0.196962426034828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001060134,0.0001595394,0.0001094336,0.0002521845,0.0001909395,0.0002096047,0.0001821454,0.0002920662,0.001476129],"category_scores_gemma":[0.0001766174,0.0001115063,0.0001151686,0.00009176758,0.0002473795,0.0002176617,0.0002113323,0.0003357908,0.0002520499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002972894,"about_ca_system_score_gemma":0.0001904576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049946,"about_ca_topic_score_gemma":0.002468051,"domain_scores_codex":[0.9999077,0.000005543592,0.000003312984,0.00001407372,0.00004575728,0.00002349411],"domain_scores_gemma":[0.9998984,0.00002217685,0.00002586182,0.00001200127,0.00002466703,0.00001682267],"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":[0.00005083459,0.00002776825,0.0002551581,0.00005229991,0.000003352608,0.00004850486,0.00004077622,0.003921271,0.9917251,0.0005681295,0.00007896411,0.003227853],"study_design_scores_gemma":[0.000006671167,0.0000847847,0.001876978,0.000009865403,0.000004394796,0.00004137155,0.0000644481,0.0239672,0.9722432,0.000266298,0.001428003,0.000006606254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993288,0.0007315375,0.003333993,0.00004791907,0.00002546144,0.00001026941,0.00004017297,0.0000609653,0.002461704],"genre_scores_gemma":[0.9975765,0.0001020981,0.0006919308,0.000006411802,0.000001210522,0.000003151586,0.00001489001,0.000007215565,0.00159646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001476129,"threshold_uncertainty_score":0.004938185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586410984","doi":"10.3390/ma10020135","title":"Modeling Self-Healing of Concrete Using Hybrid Genetic Algorithm–Artificial Neural Network","year":2017,"lang":"en","type":"article","venue":"Materials","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Artificial neural network; Self-healing; Genetic algorithm; Computer science; Artificial intelligence; Algorithm; Machine learning; Medicine","authors":[{"name":"Ahmed R. Suleiman","is_ca":true},{"name":"Moncef L. Nehdi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02741195121401924,"gpt":0.2653442681145526,"spread":0.2379323169005333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003573774,0.0004776284,0.0003605052,0.0004165332,0.000235141,0.0005148611,0.0005978933,0.001030079,0.0005878556],"category_scores_gemma":[0.0007136522,0.0002398924,0.000448017,0.0003625759,0.0002636595,0.0005019691,0.0002604639,0.0003531951,0.0001065879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005726519,"about_ca_system_score_gemma":0.0005085119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008436651,"about_ca_topic_score_gemma":0.008100701,"domain_scores_codex":[0.9998946,0.00002904214,0.000007591355,0.0000242052,0.00003096506,0.00001352561],"domain_scores_gemma":[0.9997287,0.0001697012,0.00003292206,0.00001287131,0.00004956563,0.000006155552],"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":[0.000007626619,0.000009790599,0.0003856375,0.0000101179,0.000008080491,0.00001292275,0.000007205866,0.9955745,0.0006720168,0.0002427574,0.00001637998,0.003052904],"study_design_scores_gemma":[7.207984e-7,0.000005228008,0.00007413069,0.000001244782,0.000001587694,0.000002401156,0.000001462825,0.9995327,0.0002208207,0.0001209591,0.00003760585,0.000001153858],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3671637,0.0008753924,0.6248221,0.0001934365,0.00005618346,0.00009823261,0.0001441848,0.0004196051,0.006227037],"genre_scores_gemma":[0.9494625,0.0002774755,0.04835737,0.00002473157,0.000008764169,0.0001000658,0.00007946441,0.00001615174,0.001673523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008436651,"threshold_uncertainty_score":0.01677507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2615682472","doi":"10.1016/j.conbuildmat.2017.05.109","title":"The influence of MgO-type expansive agent incorporated in self-healing system of Engineered cementitious Composites","year":2017,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":89,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Self-healing; Flexural strength; Scanning electron microscope; Thermogravimetric analysis; Autoclave; Cementitious; Durability; Fly ash; Cracking; Expansive; Cement; Composite number; Shrinkage; Compressive strength; Metallurgy; Chemical engineering","authors":[{"name":"Mohamed A. A. Sherir","is_ca":true},{"name":"Khandaker M. Anwar Hossain","is_ca":true},{"name":"Mohamed Lachemi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007881541105308323,"gpt":0.2299493002540418,"spread":0.2220677591487335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001018436,0.0002248211,0.0001249323,0.0001216146,0.00009951713,0.0002351253,0.000164361,0.0001724095,0.0007028744],"category_scores_gemma":[0.0002139869,0.0001279056,0.0001245205,0.00008356048,0.0002072976,0.0002514245,0.0001066723,0.0002335628,0.00009166814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009761007,"about_ca_system_score_gemma":0.0001205471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006042277,"about_ca_topic_score_gemma":0.001094132,"domain_scores_codex":[0.9999088,0.0000113437,0.00000799825,0.00002280511,0.00002641522,0.00002259609],"domain_scores_gemma":[0.9998826,0.00003213499,0.00003630757,0.000008237379,0.00002010059,0.00002054444],"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":[0.0001852455,0.00001823384,0.0001184835,0.00004233436,0.000004677527,0.00003991722,0.00002380152,0.0001067457,0.9986823,0.00006066557,0.00001008598,0.0007075176],"study_design_scores_gemma":[0.0000049365,0.0001184363,0.0007570476,0.000003114765,0.00001092192,0.0000158354,0.00001575849,0.0005046527,0.9982286,0.000009275298,0.0003283059,0.000003138381],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986218,0.0004409503,0.0003137836,0.000009404162,0.00001243285,0.000004210116,0.00002283256,0.00001190371,0.0005627053],"genre_scores_gemma":[0.9991063,0.0002146106,0.0003061375,0.000006317984,0.000002860125,0.000002464644,0.00001597751,0.000005176988,0.0003400888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007028744,"threshold_uncertainty_score":0.002351403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2948695599","doi":"10.1016/j.cemconcomp.2019.103335","title":"Self-healing capability of ultra-high-performance fiber-reinforced concrete after exposure to cryogenic temperature","year":2019,"lang":"en","type":"article","venue":"Cement and Concrete Composites","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":89,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Research Foundation of Korea","keywords":"Materials science; Curing (chemistry); Composite material; Flexural strength; Scanning electron microscope; Self-healing; Fiber; Volume fraction","authors":[{"name":"Soonho Kim","is_ca":false},{"name":"Doo‐Yeol Yoo","is_ca":false},{"name":"Min-Jae Kim","is_ca":false},{"name":"Nemkumar Banthia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003790224454948549,"gpt":0.1909220963985775,"spread":0.187131871943629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001713332,0.0002294564,0.0001392777,0.0001756367,0.0001810574,0.000140002,0.0001309023,0.0002309449,0.001251621],"category_scores_gemma":[0.0002529694,0.0001398383,0.0001850909,0.0001410506,0.0002526026,0.000205171,0.0001134483,0.0003465335,0.0001536898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594811,"about_ca_system_score_gemma":0.0002011973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809206,"about_ca_topic_score_gemma":0.003190522,"domain_scores_codex":[0.9998909,0.000007981039,0.000007232361,0.0000199666,0.00003323296,0.00004062173],"domain_scores_gemma":[0.99981,0.00003275561,0.00006335451,0.00001808623,0.00004427964,0.00003144763],"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":[0.0001008783,0.00001305552,0.0003732104,0.00002250077,0.000004947724,0.00004637554,0.00006015141,0.000192575,0.998512,0.00003354527,0.0000134595,0.0006272508],"study_design_scores_gemma":[0.000002240963,0.0001570536,0.005590175,0.000003352039,0.000009485563,0.00004515377,0.00004842324,0.0006652817,0.9932074,0.00001229765,0.0002535961,0.000005570396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988695,0.0002452392,0.0004357141,0.00001011169,0.000008140875,0.000003539492,0.00008313533,0.0000133091,0.0003313735],"genre_scores_gemma":[0.9993036,0.00006960791,0.0001441248,0.000004068951,0.000001164765,0.000002161198,0.00005736689,0.000003507144,0.0004144538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001809206,"threshold_uncertainty_score":0.004187047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000672838","doi":"10.1016/j.soildyn.2020.106034","title":"Liquefaction resistance of Fraser River sand improved by a microbially-induced cementation","year":2020,"lang":"en","type":"article","venue":"Soil Dynamics and Earthquake Engineering","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Ontario Ministry of Research, Innovation and Science","keywords":"Cementation (geology); Calcite; Liquefaction; Geotechnical engineering; Calcium carbonate; Geology; Sand dune stabilization; Precipitation; Carbonate; Shear (geology); Mineralogy; Cement; Materials science; Composite material; Metallurgy; Geomorphology; Petrology","authors":[{"name":"Guillermo Alexander Riveros","is_ca":true},{"name":"Abouzar Sadrekarimi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004587498605489882,"gpt":0.1802664708917702,"spread":0.1756789722862803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001075183,0.0002953257,0.0002339109,0.0002226935,0.0001638864,0.0002642116,0.0001715166,0.0002273464,0.0009364193],"category_scores_gemma":[0.0001793885,0.0001361905,0.0002169896,0.0001545003,0.0001436693,0.0001451209,0.000159158,0.0002724096,0.0001207486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251343,"about_ca_system_score_gemma":0.0001760725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061239,"about_ca_topic_score_gemma":0.002472174,"domain_scores_codex":[0.9999359,0.000005794448,0.000005128009,0.00001382802,0.00001962822,0.00001974594],"domain_scores_gemma":[0.999931,0.0000113221,0.0000219373,0.000006905644,0.00001408622,0.00001473869],"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":[0.0001188152,0.00002585994,0.0003368868,0.00003134288,0.000006456469,0.00004497421,0.0000268337,0.0002977322,0.9967201,0.00004123132,0.00002623953,0.002323492],"study_design_scores_gemma":[0.000009266988,0.0001413113,0.001703433,0.000003129305,0.00001646458,0.00002508763,0.0000245162,0.001540489,0.9960464,0.000009390138,0.0004749621,0.000005549669],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989513,0.0001825349,0.0005350882,0.00001639852,0.000007396477,0.000002936837,0.00002749545,0.00002432215,0.0002525499],"genre_scores_gemma":[0.9988664,0.0001204087,0.0003765972,0.000006875515,0.000002114162,0.000002848386,0.000033215,0.00000463765,0.0005867511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001061239,"threshold_uncertainty_score":0.003132641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084863029","doi":"10.1016/s0043-1354(00)00476-0","title":"Clogging of a limestone fracture by stimulating groundwater microbes","year":2001,"lang":"en","type":"article","venue":"Water Research","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":87,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Sciences and Engineering Research Council; Polytechnique Montréal; Institut National de la Recherche Scientifique; Environment and Climate Change Canada","funders":"","keywords":"Clogging; Aquifer; Groundwater; Biofilm; Hydraulic conductivity; Environmental science; Microbiology; Geology; Bacteria; Environmental chemistry; Environmental engineering; Chemistry; Biology; Geotechnical engineering; Soil science","authors":[{"name":"Nathalie Ross","is_ca":true},{"name":"Richard Villemur","is_ca":true},{"name":"Louise Deschênes","is_ca":true},{"name":"Réjean Samson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03516581560794909,"gpt":0.3350313476880552,"spread":0.2998655320801061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008806863,0.0003077114,0.0002418027,0.0001378908,0.0003207836,0.0005215806,0.0002429601,0.000529036,0.002160064],"category_scores_gemma":[0.0002303885,0.0001284797,0.0002587193,0.0001003733,0.0002414539,0.000198284,0.0003982262,0.0003844755,0.0002688381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001880741,"about_ca_system_score_gemma":0.0002654577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360642,"about_ca_topic_score_gemma":0.002638504,"domain_scores_codex":[0.9998872,0.00001440169,0.000003656535,0.00001792049,0.00002883758,0.00004792343],"domain_scores_gemma":[0.9999032,0.00002777282,0.00001644462,0.000009980486,0.00001355993,0.00002902384],"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":[0.0001961231,0.00002961457,0.0003832681,0.00003322994,0.000003206724,0.0001555542,0.00004892686,0.0002240213,0.9963772,0.0001099887,0.00007895118,0.002359995],"study_design_scores_gemma":[0.00002323665,0.0007223299,0.003108094,0.000009303682,0.00001420922,0.0002017308,0.0003883352,0.002007322,0.991325,0.0002814496,0.001909917,0.000008973566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972031,0.0002068652,0.001026622,0.0001051469,0.00002640874,0.000008544097,0.00002797614,0.00004115919,0.00135424],"genre_scores_gemma":[0.9975981,0.000100947,0.0008032803,0.00004868293,0.000008055994,0.00000536344,0.0000265632,0.000008581639,0.001400426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002160064,"threshold_uncertainty_score":0.007226169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378348079","doi":"10.1016/j.jenvman.2023.118181","title":"Study on MICP dust suppression technology in open pit coal mine: Preparation and mechanism of microbial dust suppression material","year":2023,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Coal dust; Environmental science; Coal mining; Mining engineering; Atmospheric dust; Dust explosion; Waste management; Dust control; Environmental engineering; Coal; Chemistry; Geology; Engineering; Aerosol","authors":[{"name":"Gang Zhou","is_ca":false},{"name":"Yixin Xu","is_ca":false},{"name":"Yongmei Wang","is_ca":false},{"name":"Lei Zheng","is_ca":false},{"name":"Yongliang Zhang","is_ca":false},{"name":"Lin Li","is_ca":false},{"name":"Biao Sun","is_ca":false},{"name":"Shuailong Li","is_ca":true},{"name":"Yichun Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01210369962111435,"gpt":0.2661468109160533,"spread":0.254043111294939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001169337,0.0002037774,0.0001972318,0.0002459452,0.0002989076,0.0002816925,0.0002460953,0.0003341231,0.0007834992],"category_scores_gemma":[0.0001976004,0.000119476,0.0003183845,0.0001925783,0.0002170569,0.0004126704,0.0001668126,0.0003102302,0.0001285866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145817,"about_ca_system_score_gemma":0.0001614522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004260086,"about_ca_topic_score_gemma":0.0004715909,"domain_scores_codex":[0.9998521,0.00001536827,0.000006841321,0.00003648622,0.00006339307,0.00002580578],"domain_scores_gemma":[0.9999225,0.00001825863,0.00001841553,0.000007699418,0.00002362795,0.000009548821],"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":[0.00008118249,0.00003770385,0.0007860679,0.0001053844,0.00000460343,0.0001208834,0.0000684686,0.0001802776,0.9956026,0.0002049158,0.00004444371,0.002763397],"study_design_scores_gemma":[0.000006314754,0.0002530264,0.003375834,0.000005941934,0.0000147834,0.0001383374,0.0001238075,0.001677525,0.993214,0.0000781298,0.001106663,0.00000572661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950046,0.0008364618,0.002444716,0.00007464914,0.00002102714,0.00002105997,0.00004302655,0.00002448168,0.001530164],"genre_scores_gemma":[0.9968536,0.0004559049,0.001652698,0.00002178694,0.000008384182,0.000009054171,0.00003689544,0.000005850675,0.0009558341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007834992,"threshold_uncertainty_score":0.002621055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997651776","doi":"10.1111/sum.12571","title":"Bio‐mediated soil improvement: The way forward","year":2020,"lang":"en","type":"article","venue":"Soil Use and Management","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Science Foundation of Jiangsu Province; Indo-US Science and Technology Forum","keywords":"Environmental science; Cementation (geology); Carbon footprint; Soil science; Environmental resource management; Earth science; Ecology; Geology; Materials science","authors":[{"name":"Ning‐Jun Jiang","is_ca":false},{"name":"Chao‐Sheng Tang","is_ca":false},{"name":"Toshiro Hata","is_ca":false},{"name":"Benoît Courcelles","is_ca":true},{"name":"Osama Dawoud","is_ca":false},{"name":"Devendra Narain Singh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01279435187469411,"gpt":0.1992550860271751,"spread":0.186460734152481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001946333,0.0009479558,0.0008589199,0.0005976816,0.0004181231,0.003678259,0.001542519,0.003610539,0.009423279],"category_scores_gemma":[0.0009177151,0.0002435668,0.0006920407,0.0007694546,0.001634385,0.004465096,0.001534228,0.003037306,0.002762664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213267,"about_ca_system_score_gemma":0.002433881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008839542,"about_ca_topic_score_gemma":0.001374859,"domain_scores_codex":[0.9993948,0.0001228802,0.00002810303,0.0001344195,0.0002100359,0.0001097264],"domain_scores_gemma":[0.9989291,0.0003198634,0.0001535825,0.00007782181,0.0003445666,0.0001749197],"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":[0.0005544087,0.001415001,0.001674538,0.009509518,0.0001853189,0.0005696891,0.0004029862,0.003830942,0.1760533,0.1236569,0.03716837,0.6449791],"study_design_scores_gemma":[0.00012167,0.002266877,0.002079681,0.001861991,0.0001451543,0.0007146818,0.001433342,0.005746223,0.1231845,0.04225802,0.8200572,0.0001306408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05508574,0.7081414,0.1049205,0.08944979,0.004714495,0.000306177,0.0004574193,0.001083927,0.03584051],"genre_scores_gemma":[0.3263636,0.5362206,0.09229469,0.01502473,0.001416428,0.0003204184,0.0004251765,0.0001798037,0.0277546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009423279,"threshold_uncertainty_score":0.031524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159342670","doi":"10.3390/su13094856","title":"Examining Energy Consumption and Carbon Emissions of Microbial Induced Carbonate Precipitation Using the Life Cycle Assessment Method","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":71,"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":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Life-cycle assessment; Environmental science; Lime; Waste management; Greenhouse gas; Environmental engineering; Energy consumption; Coal; Global warming; Renewable energy; Climate change; Engineering; Production (economics); Materials science; Geology","authors":[{"name":"Xuejie Deng","is_ca":false},{"name":"Yu Li","is_ca":false},{"name":"Hao Liu","is_ca":false},{"name":"Yile Zhao","is_ca":false},{"name":"Yinchao Yang","is_ca":false},{"name":"Xichen Xu","is_ca":false},{"name":"B. de Wit","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02730617357174833,"gpt":0.3226575254662029,"spread":0.2953513518944546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000773508,0.0007925467,0.0003818675,0.00207377,0.0002301363,0.0005673901,0.0004284101,0.0004859792,0.0009000821],"category_scores_gemma":[0.001253556,0.000217759,0.001059866,0.002427974,0.0001850212,0.0006667932,0.0003030043,0.0002771645,0.0001723032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296621,"about_ca_system_score_gemma":0.0005898476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00771619,"about_ca_topic_score_gemma":0.008685436,"domain_scores_codex":[0.9994934,0.0001364152,0.00002754009,0.00007455592,0.0002304819,0.00003770154],"domain_scores_gemma":[0.9993456,0.0003437052,0.0000939796,0.00003785975,0.0001648709,0.00001400841],"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":[0.001459484,0.0007651171,0.2002631,0.001127137,0.0007112603,0.0005305675,0.0001966433,0.4801074,0.1058947,0.003240476,0.000948182,0.204756],"study_design_scores_gemma":[0.00005183414,0.001408693,0.1070854,0.00004435204,0.0002304145,0.0002015865,0.0002431982,0.7797497,0.1045476,0.001845689,0.004467422,0.0001240512],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537224,0.000679618,0.0373599,0.00006563738,0.00001540783,0.000227061,0.002961834,0.0001064464,0.004861694],"genre_scores_gemma":[0.9746654,0.0005315668,0.02130842,0.00002067056,0.000003818007,0.0003428234,0.001913866,0.00002469497,0.001188735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00771619,"threshold_uncertainty_score":0.01534253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206401733","doi":"10.1080/01490451.2021.2020936","title":"Compressive Strength of MICP-Treated Silica Sand with Different Particle Morphologies and Gradings","year":2022,"lang":"en","type":"article","venue":"Geomicrobiology Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"State Key Laboratory Cultivation Base for Gas Geology and Gas Control; National Natural Science Foundation of China","keywords":"Cementation (geology); Materials science; Particle (ecology); Compressive strength; Composite material; Scanning electron microscope; Particle size; Calcium carbonate; Carbonate; Morphology (biology); Mineralogy; Precipitation; Geology; Metallurgy","authors":[{"name":"Chenpeng Song","is_ca":false},{"name":"Chaoyi Wang","is_ca":true},{"name":"Derek Elsworth","is_ca":false},{"name":"Sheng Zhi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006420007259221281,"gpt":0.1977978199204605,"spread":0.1913778126612392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001581674,0.0003487031,0.0001813669,0.0004727106,0.000195643,0.0002248331,0.0001227489,0.0001857519,0.001448632],"category_scores_gemma":[0.0003023527,0.0001627553,0.0002094729,0.000300957,0.0002199364,0.0001293335,0.0001535827,0.0003027326,0.0001583837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002824754,"about_ca_system_score_gemma":0.0001835202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004196407,"about_ca_topic_score_gemma":0.00992624,"domain_scores_codex":[0.9998374,0.000007360531,0.00001453625,0.00002579039,0.00008855474,0.00002630558],"domain_scores_gemma":[0.9997391,0.00004176739,0.00006367782,0.00001713424,0.00008363796,0.00005461836],"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":[0.00005871904,0.000009534318,0.001345366,0.00003112985,0.000008514519,0.00003534789,0.00002925771,0.0003325144,0.9962201,0.00002468045,0.00002739414,0.001877537],"study_design_scores_gemma":[0.00000331512,0.0001559943,0.03455278,0.000004995405,0.0000162352,0.00004425753,0.00009198613,0.001451965,0.9628654,0.00001526793,0.0007882357,0.000009658481],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977648,0.0002176946,0.0005185877,0.00001267487,0.000009227721,0.00001168367,0.0002976407,0.00002589591,0.001141783],"genre_scores_gemma":[0.9977636,0.0001252387,0.0005760693,0.00001487493,0.000002981101,0.00001135021,0.0002951202,0.00001395139,0.001196842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004196407,"threshold_uncertainty_score":0.008343935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793024141","doi":"10.1139/cgj-2017-0253","title":"Effect of bio-cementation on geophysical and cone penetration measurements in sands","year":2018,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Division of Civil, Mechanical and Manufacturing Innovation; National Science Foundation","keywords":"Cementation (geology); Calcite; Penetrometer; Geology; Penetration (warfare); Geotechnical engineering; Penetration test; Mineralogy; Soil water; Materials science; Composite material; Soil science; Cement","authors":[{"name":"Michael G. Gomez","is_ca":false},{"name":"Jason T. DeJong","is_ca":false},{"name":"Collin M. Anderson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01183690030528078,"gpt":0.2533420417107399,"spread":0.2415051414054591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005276059,0.0004507118,0.0002642174,0.0002818534,0.000230387,0.000340617,0.0002810677,0.0002579127,0.0004081223],"category_scores_gemma":[0.001445671,0.0002726086,0.0001589098,0.0002955029,0.0005355924,0.0002751671,0.0003485448,0.0003671814,0.0001264749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003019969,"about_ca_system_score_gemma":0.0002938529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002747972,"about_ca_topic_score_gemma":0.007314222,"domain_scores_codex":[0.9994723,0.00006981153,0.00004031872,0.0001057388,0.0002596246,0.00005221183],"domain_scores_gemma":[0.9990149,0.0003652714,0.0002351109,0.00009412535,0.0002176373,0.00007305072],"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":[0.00007356697,0.00001096914,0.001492808,0.00001522542,0.000001820573,0.00002979444,0.00007978518,0.0001656887,0.996811,0.000009494718,0.000004523492,0.00130536],"study_design_scores_gemma":[0.000002066871,0.0002542161,0.01061993,0.000002350812,0.000005309857,0.00004372231,0.00009520441,0.0009180852,0.9878739,0.000009614947,0.0001688066,0.000006728183],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971807,0.00004841084,0.002392414,0.000008996922,0.0000033741,0.00001321964,0.0000655153,0.0000493958,0.0002380281],"genre_scores_gemma":[0.9962754,0.00006022458,0.003278622,0.00001090061,9.50065e-7,0.00001323293,0.00006009314,0.00001355666,0.0002870659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002747972,"threshold_uncertainty_score":0.005463898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913693708","doi":"10.1139/cgj-2018-0551","title":"Investigating challenges of in situ delivery of microbial-induced calcium carbonate precipitation (MICP) in fine-grain sands and silty sand","year":2019,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Hydraulic conductivity; Geotechnical engineering; Silt; Soil water; Geology; Water content; Shear strength (soil); Liquefaction; Soil science; Geomorphology","authors":[{"name":"Atefeh Zamani","is_ca":false},{"name":"Brina M. Montoya","is_ca":false},{"name":"Mohammed A. Gabr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01829240488859981,"gpt":0.2332195495785047,"spread":0.2149271446899049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002669651,0.0001466476,0.0001564581,0.00008290141,0.0001892868,0.0004004568,0.0002124044,0.0002753348,0.0003220467],"category_scores_gemma":[0.0002959343,0.00008691107,0.0001230475,0.00009793191,0.0002327441,0.0002241283,0.0001949443,0.0003688381,0.00006399797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005930778,"about_ca_system_score_gemma":0.0005317866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004325177,"about_ca_topic_score_gemma":0.009607396,"domain_scores_codex":[0.9998556,0.00001640187,0.000007227831,0.00002673042,0.0000625641,0.00003131971],"domain_scores_gemma":[0.9998369,0.0000488168,0.00003890646,0.00001123577,0.00004584052,0.00001827347],"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":[0.00004026605,0.00002683915,0.0006670249,0.00007971182,0.000003630853,0.00004559688,0.00003242291,0.001207695,0.9955706,0.0001114692,0.00002874054,0.002185921],"study_design_scores_gemma":[0.000006651338,0.0002772357,0.002685097,0.000004348808,0.000007740088,0.00003831123,0.0001383068,0.008668091,0.9869669,0.00005368159,0.001147958,0.000005560528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995704,0.000242401,0.003129467,0.00007544836,0.00001279284,0.00002040544,0.00004869004,0.00002299049,0.0007438366],"genre_scores_gemma":[0.9968529,0.0002819968,0.002365357,0.0000202543,0.000003180769,0.00001462624,0.00003239855,0.000004783442,0.0004244366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004325177,"threshold_uncertainty_score":0.008599997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1846465020","doi":"10.1061/(asce)gt.1943-5606.0001407","title":"Stiffness and Dilatancy Improvements in Uncemented Sands Treated through MICP","year":2015,"lang":"en","type":"article","venue":"Journal of Geotechnical and Geoenvironmental Engineering","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cementation (geology); Dilatant; Geotechnical engineering; Loess; Carbonate; Stiffness; Soil stabilization; Penetration (warfare); Soil water; Denitrifying bacteria; Geology; Materials science; Soil science; Denitrification; Composite material; Metallurgy; Chemistry; Cement; Geomorphology; Engineering","authors":[{"name":"Sean T. O’Donnell","is_ca":false},{"name":"Edward Kavazanjian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009395067221524778,"gpt":0.2100658800079367,"spread":0.2006708127864119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001824204,0.0004423753,0.0002075688,0.0003807482,0.0002405124,0.0003565475,0.0002242162,0.0003160606,0.001871512],"category_scores_gemma":[0.0005597867,0.0003031213,0.0001953028,0.000330176,0.0003429324,0.000197937,0.0002329264,0.0005333527,0.0002305661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004032798,"about_ca_system_score_gemma":0.0002580172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005061576,"about_ca_topic_score_gemma":0.02046148,"domain_scores_codex":[0.9997268,0.00002106746,0.00002710497,0.00004695922,0.0001241603,0.00005393177],"domain_scores_gemma":[0.9995565,0.0001008761,0.0001117298,0.00003794542,0.0001216005,0.00007124023],"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":[0.00004483993,0.000007001534,0.0005243041,0.00001911409,0.000003346809,0.00004347067,0.00002864055,0.0001753548,0.9981427,0.000009119216,0.00001403484,0.0009881083],"study_design_scores_gemma":[0.00000220153,0.0001444562,0.01222267,0.000002598686,0.000008657911,0.00004955297,0.00007063063,0.0003986673,0.9864341,0.000007412513,0.0006527574,0.000006147235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969247,0.0002010268,0.001243214,0.00003207267,0.00001357295,0.00001404583,0.0002816384,0.0000541444,0.001235649],"genre_scores_gemma":[0.99674,0.0001122435,0.001298004,0.00001545775,0.00000203913,0.00001113017,0.0001930067,0.00002026553,0.001607823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005061576,"threshold_uncertainty_score":0.01006418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006823868","doi":"10.1074/jbc.m113.502781","title":"Relationship between Ni(II) and Zn(II) Coordination and Nucleotide Binding by the Helicobacter pylori [NiFe]-Hydrogenase and Urease Maturation Factor HypB","year":2013,"lang":"en","type":"article","venue":"Journal of Biological Chemistry","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; European Synchrotron Radiation Facility","keywords":"Hydrogenase; Urease; Enzyme; GTPase; Chemistry; Biochemistry; GTP'; Nucleotide; Helicobacter pylori; Hydrolase; Biology; Gene","authors":[{"name":"Andrew M. Sydor","is_ca":true},{"name":"Hugo Lebrette","is_ca":false},{"name":"Rishikesh Ariyakumaran","is_ca":true},{"name":"Christine Cavazza","is_ca":false},{"name":"Deborah B. Zamble","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02134301133819634,"gpt":0.2342756548818619,"spread":0.2129326435436655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001143314,0.0001503505,0.000262515,0.0001808583,0.000141359,0.0003972527,0.0002255694,0.0002361372,0.0006774715],"category_scores_gemma":[0.0003905277,0.0002570954,0.00009009738,0.0001221692,0.0001685817,0.0001571108,0.0003234038,0.0002707121,0.0002552764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003348597,"about_ca_system_score_gemma":0.0001538222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184578,"about_ca_topic_score_gemma":0.001333857,"domain_scores_codex":[0.9998313,0.0000238598,0.00001169177,0.00003352952,0.00006638465,0.00003323834],"domain_scores_gemma":[0.9998059,0.00003198699,0.00004045633,0.00001090545,0.00003370088,0.00007712928],"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":[0.000252798,0.00002351302,0.002231446,0.00001563956,0.000008043508,0.00006055094,0.00002777792,0.00005629508,0.9961613,0.00006435969,0.00003198591,0.001066176],"study_design_scores_gemma":[0.00007992951,0.0004377383,0.2392562,0.00001043368,0.0000238812,0.00108721,0.0002162833,0.009431592,0.7462638,0.0001932525,0.002968726,0.00003093786],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983076,0.0006332902,0.0004316045,0.00005415129,0.000003548026,0.000004542658,0.00005444656,0.0000160886,0.0004947401],"genre_scores_gemma":[0.9988168,0.0001215138,0.0003564909,0.00001769364,0.000003151282,0.000006451689,0.0001337994,0.000007093557,0.0005369422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00184578,"threshold_uncertainty_score":0.003670096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075899941","doi":"10.1016/j.conbuildmat.2015.02.095","title":"Influence of cracking and healing on the gas permeability of cementitious composites","year":2015,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Division of Electrical, Communications and Cyber Systems; Türkiye Bilimler Akademisi","keywords":"Cracking; Materials science; Composite material; Permeability (electromagnetism); Cementitious; Ultimate tensile strength; Self-healing; Cement; Medicine; Chemistry","authors":[{"name":"Gürkan Yıldırım","is_ca":false},{"name":"Mustafa Şahmaran","is_ca":false},{"name":"Muzeyyen Balcıkanlı Bankır","is_ca":false},{"name":"Erdoğan Özbay","is_ca":false},{"name":"Mohamed Lachemi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01718188268483603,"gpt":0.2478918947532031,"spread":0.2307100120683671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002406225,0.0001898917,0.0001537587,0.0002015846,0.0001820193,0.0003124409,0.0001807104,0.0002368833,0.002330694],"category_scores_gemma":[0.0008067092,0.0002159243,0.0001323498,0.0001430075,0.0003581164,0.0003253409,0.0001257015,0.0003851171,0.0001721406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002265825,"about_ca_system_score_gemma":0.0001910569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132151,"about_ca_topic_score_gemma":0.001684162,"domain_scores_codex":[0.9998449,0.00002848264,0.000009891442,0.00002549483,0.0000452762,0.00004585487],"domain_scores_gemma":[0.9993014,0.0004039208,0.0001151598,0.0000369157,0.0000832162,0.00005922437],"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":[0.0005468109,0.00002863083,0.0004358827,0.00004916505,0.00000602894,0.00004884106,0.00005583002,0.0005052151,0.9967408,0.0000987702,0.00003017502,0.001453945],"study_design_scores_gemma":[0.000005404903,0.0001300988,0.002023401,0.00000285231,0.000007670342,0.00001847438,0.00003338005,0.001565168,0.9959953,0.00001892466,0.0001943013,0.000004984394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987703,0.000293993,0.000267899,0.00001578895,0.000007224282,0.000003176359,0.00004103285,0.0000148977,0.0005855697],"genre_scores_gemma":[0.999558,0.00007075526,0.000130919,0.000005027768,0.000001795318,0.000002000148,0.00001976615,0.000008745132,0.000202884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002330694,"threshold_uncertainty_score":0.007796943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970770433","doi":"10.3151/jact.13.112","title":"Effect of Self-Healing on the Different Transport Properties of Cementitious Composites","year":2015,"lang":"en","type":"article","venue":"Journal of Advanced Concrete Technology","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Division of Electrical, Communications and Cyber Systems; Türkiye Bilimler Akademisi","keywords":"Sorptivity; Materials science; Cementitious; Composite material; Curing (chemistry); Water transport; Self-healing; Cement; Geotechnical engineering","authors":[{"name":"Ahmed Alyousif","is_ca":true},{"name":"Mohamed Lachemi","is_ca":true},{"name":"Gürkan Yıldırım","is_ca":false},{"name":"Mustafa Şahmaran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008925586923408517,"gpt":0.2257279025651535,"spread":0.216802315641745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000342384,0.0004253281,0.0002518972,0.000305108,0.0001494593,0.0002763272,0.000168125,0.0002921525,0.001184439],"category_scores_gemma":[0.0007259041,0.0002070497,0.0003478482,0.0001814657,0.0002234458,0.0005130632,0.0003131354,0.0005881714,0.0001558408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494483,"about_ca_system_score_gemma":0.0001583362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003613652,"about_ca_topic_score_gemma":0.0007544714,"domain_scores_codex":[0.9997074,0.00004591096,0.00003103429,0.00005760458,0.00009371303,0.00006442572],"domain_scores_gemma":[0.9992454,0.0002388658,0.0002044121,0.0000796825,0.0001464574,0.00008517021],"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":[0.0001295098,0.00003118253,0.0002479627,0.000048785,0.000007587174,0.00003204795,0.00003823209,0.0001339905,0.9976832,0.00001753865,0.000007365898,0.001622622],"study_design_scores_gemma":[0.000002541,0.0002922668,0.002089568,0.00000284812,0.00001104874,0.00003511089,0.0000220226,0.0003259894,0.9969822,0.000006202058,0.000225864,0.000004448728],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980049,0.0005143697,0.001014521,0.00001093456,0.00001052706,0.00001305899,0.00005422198,0.0000399605,0.0003376373],"genre_scores_gemma":[0.9978891,0.000274624,0.001056608,0.00001383055,0.000004555353,0.0000139412,0.00007006129,0.00002828026,0.0006490437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001184439,"threshold_uncertainty_score":0.003962338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805452233","doi":"10.1061/9780784481592.012","title":"EICP Treatment of Soil by Using Urease Enzyme Extracted from Watermelon Seeds","year":2018,"lang":"en","type":"article","venue":"IFCEE 2018","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Urease; Urea; Chemistry; Calcium carbonate; Enzyme; Extraction (chemistry); Chromatography; Biochemistry; Organic chemistry","authors":[{"name":"Neda Javadi","is_ca":false},{"name":"Hamed Khodadadi","is_ca":false},{"name":"Nasser Hamdan","is_ca":false},{"name":"Edward Kavazanjian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01703530575054997,"gpt":0.2510471349178854,"spread":0.2340118291673354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001185769,0.0003210727,0.0002200591,0.0002593095,0.000132344,0.000212221,0.0001567889,0.0002279044,0.0004756702],"category_scores_gemma":[0.0001477109,0.0001051685,0.0001717989,0.0002934017,0.0001327492,0.0001394507,0.0001205296,0.0002861761,0.0001103781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000203576,"about_ca_system_score_gemma":0.0002455275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002613258,"about_ca_topic_score_gemma":0.007435414,"domain_scores_codex":[0.9998999,0.000009965112,0.00001037308,0.00002415695,0.00002935226,0.00002625555],"domain_scores_gemma":[0.9999473,0.000009243091,0.00001338718,0.000004401731,0.00001736211,0.000008347619],"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":[0.00001178544,0.000006428589,0.0001590274,0.00002362706,0.00000125726,0.00002527999,0.000006907981,0.00002824474,0.9988052,0.00001002349,0.000007502648,0.0009146427],"study_design_scores_gemma":[0.000001875562,0.00004737929,0.001450062,0.000002719164,0.000002628777,0.00002502537,0.00001077317,0.0002174035,0.9977363,0.000005023738,0.0004994215,0.000001383916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920794,0.0005946013,0.005707228,0.00005083453,0.00001827136,0.00004986761,0.0001662065,0.00006321586,0.001270419],"genre_scores_gemma":[0.9851483,0.000646446,0.01143655,0.00003683315,0.000005493567,0.00004007906,0.0003576373,0.00002218232,0.002306496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002613258,"threshold_uncertainty_score":0.005196095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205494208","doi":"10.1061/(asce)gt.1943-5606.0002707","title":"Effect of Light Biocementation on the Liquefaction Triggering and Post-Triggering Behavior of Loose Sands","year":2021,"lang":"en","type":"article","venue":"Journal of Geotechnical and Geoenvironmental Engineering","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Liquefaction; Cementation (geology); Geotechnical engineering; Shearing (physics); Soil water; Geology; Consolidation (business); Effective stress; Calcite; Materials science; Mineralogy; Soil science; Composite material; Cement","authors":[{"name":"Minyong Lee","is_ca":false},{"name":"Michael G. Gomez","is_ca":false},{"name":"Maya El Kortbawi","is_ca":false},{"name":"Katerina Ziotopoulou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00290515943540125,"gpt":0.2007822045826762,"spread":0.1978770451472749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001651016,0.0003879629,0.0002242506,0.0002349391,0.0001840959,0.0003131746,0.0001797553,0.0001622432,0.0009887283],"category_scores_gemma":[0.0004381694,0.0001244315,0.0001735746,0.000215279,0.0002731307,0.0001515908,0.000270039,0.0003179923,0.00008588543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003980979,"about_ca_system_score_gemma":0.0003799615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006936247,"about_ca_topic_score_gemma":0.020058,"domain_scores_codex":[0.9998164,0.00001914709,0.00002078472,0.00003187034,0.00005474822,0.00005719961],"domain_scores_gemma":[0.9996403,0.00008659468,0.00008814762,0.00002504008,0.00008158078,0.00007821141],"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":[0.0002688675,0.0000366372,0.001455708,0.00005447496,0.000007671699,0.00004617132,0.00006458836,0.0002368549,0.9950426,0.0000142133,0.0000230572,0.0027491],"study_design_scores_gemma":[0.000004853064,0.0006433912,0.01464963,0.000005266856,0.00001641344,0.00002210818,0.00008539275,0.0005454841,0.9835154,0.000005791669,0.0004988476,0.000007416769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994392,0.0001119479,0.0001223762,0.000007937918,0.000003993088,0.000006220657,0.00005056435,0.00001455317,0.0002430204],"genre_scores_gemma":[0.9991921,0.00009253193,0.0002880831,0.00001188653,0.000001503478,0.000005914606,0.00005687829,0.00000462566,0.0003464569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006936247,"threshold_uncertainty_score":0.01379174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2316005528","doi":"10.1016/j.conbuildmat.2016.03.087","title":"Self-healing at early-age, a way to improve the chloride resistance of blast-furnace slag cementitious materials","year":2016,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Ground granulated blast-furnace slag; Durability; Materials science; Cementitious; Chloride; Mortar; Shrinkage; Cracking; Composite material; Metallurgy; Penetration (warfare); Cement; Engineering","authors":[{"name":"Aveline Darquennes","is_ca":false},{"name":"Kelly Olivier","is_ca":true},{"name":"Farid Benboudjema","is_ca":false},{"name":"R. Gagné","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006239596284916334,"gpt":0.2175456956167252,"spread":0.2113060993318088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000180867,0.0003005198,0.0001999441,0.0003070672,0.0002207985,0.000344591,0.0002979908,0.0003909615,0.001366246],"category_scores_gemma":[0.000201058,0.0002035597,0.000266225,0.000136756,0.0002229486,0.0005262631,0.0003022907,0.0006246589,0.0003295238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976927,"about_ca_system_score_gemma":0.0002533793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003276655,"about_ca_topic_score_gemma":0.001028722,"domain_scores_codex":[0.9999022,0.000008808377,0.000005521444,0.00002032913,0.00003466326,0.00002841953],"domain_scores_gemma":[0.9998678,0.00001704524,0.00003955147,0.00002075374,0.00002837203,0.00002649648],"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":[0.00004197602,0.00002381105,0.0002155575,0.00004264124,0.000002435699,0.00002120553,0.00002759668,0.0001614031,0.995584,0.0002146392,0.00005809055,0.003606596],"study_design_scores_gemma":[0.000004856011,0.0001018927,0.0005379838,0.000003530573,0.000003826434,0.00002545526,0.00001601421,0.0007726307,0.9971604,0.00006916777,0.001300486,0.000003762554],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777607,0.002099989,0.01724089,0.0001327675,0.00007326721,0.00003293115,0.0001381575,0.000389664,0.002131575],"genre_scores_gemma":[0.9917623,0.0003860615,0.00527366,0.00004702075,0.00001010955,0.00001505885,0.0000705943,0.00005244833,0.002382751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001366246,"threshold_uncertainty_score":0.004570603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1950277103","doi":"10.1002/jobm.201300560","title":"Calcium carbonate precipitation by strain <i>Bacillus licheniformis</i><scp>AK</scp>01, newly isolated from loamy soil: a promising alternative for sealing cement‐based materials","year":2013,"lang":"en","type":"article","venue":"Journal of Basic Microbiology","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Bacillus licheniformis; Calcium carbonate; Calcite; Carbonate; Precipitation; Vaterite; Scanning electron microscope; Fourier transform infrared spectroscopy; Materials science; Cement; Mineralogy; Chemistry; Nuclear chemistry; Chemical engineering; Geology; Bacteria; Metallurgy; Composite material; Aragonite","authors":[{"name":"Ali Vahabi","is_ca":false},{"name":"Ali Akbar Ramezanianpour","is_ca":false},{"name":"Hakimeh Sharafi","is_ca":false},{"name":"Hossein Shahbani Zahiri","is_ca":false},{"name":"Hojatollah Vali","is_ca":true},{"name":"Kambiz Akbari Noghabi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01344379446868163,"gpt":0.2397892189855009,"spread":0.2263454245168193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002339627,0.0005765749,0.0004329529,0.0002558066,0.0001677848,0.0004867653,0.0002801939,0.000284992,0.0003994048],"category_scores_gemma":[0.0003703091,0.0001472495,0.0002659066,0.0003509548,0.0001954098,0.0002931911,0.0004213457,0.0003426434,0.0002548011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359116,"about_ca_system_score_gemma":0.0002469867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046856,"about_ca_topic_score_gemma":0.001485584,"domain_scores_codex":[0.9996552,0.00005675865,0.00004146437,0.00007296223,0.00009581407,0.00007773739],"domain_scores_gemma":[0.9997925,0.00004487786,0.00006492843,0.00002406482,0.00004013526,0.0000334635],"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":[0.00008683219,0.00007815609,0.001561727,0.00007069849,0.000008466034,0.00007294146,0.00002818932,0.00004769496,0.9953178,0.00001230864,0.00002197613,0.002693275],"study_design_scores_gemma":[0.0000232721,0.002576495,0.03331738,0.00001899577,0.00006052223,0.00121921,0.0002358519,0.0006701286,0.9606308,0.00002649068,0.001208397,0.00001240713],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983857,0.000375894,0.0005190946,0.00003017318,0.000009626515,0.00003080773,0.0001008733,0.00001679893,0.0005310546],"genre_scores_gemma":[0.9954908,0.000502985,0.002683441,0.00002822564,0.00001500517,0.00002969542,0.000593874,0.00001143769,0.0006445442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001046856,"threshold_uncertainty_score":0.002081513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2986666890","doi":"10.1139/cgj-2019-0230","title":"Tensile strength of sands treated with microbially induced carbonate precipitation","year":2019,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Division of Civil, Mechanical and Manufacturing Innovation; National Science Foundation","keywords":"Ultimate tensile strength; Cementation (geology); Geotechnical engineering; Compressive strength; Materials science; Carbonate; Composite material; Portland cement; Cement; Geology; Metallurgy","authors":[{"name":"Ashkan Nafisi","is_ca":false},{"name":"Douglas Martins Mocelin","is_ca":false},{"name":"Brina M. Montoya","is_ca":false},{"name":"B. Shane Underwood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006286485349453509,"gpt":0.1972364214436213,"spread":0.1909499360941678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001848584,0.0003737277,0.0002324724,0.0003707706,0.0002269124,0.0002178797,0.0001680158,0.000237366,0.001466827],"category_scores_gemma":[0.0003851163,0.000237171,0.0002077515,0.0003085204,0.0003166162,0.0001392874,0.000203052,0.0003731585,0.0001671888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002664863,"about_ca_system_score_gemma":0.0002257224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003546487,"about_ca_topic_score_gemma":0.00878159,"domain_scores_codex":[0.9997992,0.00001687825,0.00001778522,0.00003326352,0.00009553295,0.00003738813],"domain_scores_gemma":[0.9996574,0.00005434244,0.00008084469,0.00002693616,0.0001126022,0.00006791295],"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":[0.00009508235,0.00001527189,0.001350253,0.00003800827,0.00001078316,0.00005286652,0.00004790909,0.000162537,0.9968805,0.00001352808,0.00001553044,0.001317666],"study_design_scores_gemma":[0.000006600916,0.0005031967,0.04443567,0.000007364093,0.00002955906,0.00008866259,0.0001447135,0.0006941439,0.9531378,0.00001539603,0.0009268015,0.00001005261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982342,0.0002994012,0.0004799055,0.00001055077,0.00001490928,0.0000129927,0.0001463771,0.00001175665,0.0007899042],"genre_scores_gemma":[0.9977405,0.0001681829,0.0005464359,0.00001826429,0.000003964683,0.00001156668,0.0002465743,0.00000960308,0.001254975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003546487,"threshold_uncertainty_score":0.007051647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390848568","doi":"10.1016/j.conbuildmat.2024.134939","title":"Effect of nanoparticle-enhanced biocementation in kaolinite clay by microbially induced calcium carbonate precipitation","year":2024,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Polytechnique Montréal","keywords":"Kaolinite; Compressive strength; Materials science; Calcium carbonate; Cementation (geology); Scanning electron microscope; Microstructure; Water content; Chemical engineering; Mineralogy; Composite material; Chemistry; Cement; Metallurgy; Geotechnical engineering; Geology","authors":[{"name":"Sara Ghalandarzadeh","is_ca":true},{"name":"Pooneh Maghoul","is_ca":true},{"name":"Abbas Ghalandarzadeh","is_ca":false},{"name":"Benoît Courcelles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007414775203453627,"gpt":0.2735826877870368,"spread":0.2661679125835832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001492314,0.0003370953,0.0002025292,0.0001582099,0.0001061643,0.0002508187,0.0001989447,0.0003491928,0.0006904365],"category_scores_gemma":[0.0002636985,0.0001627949,0.0003230716,0.0001115969,0.0001560692,0.0001782162,0.0002314336,0.0003961378,0.0001829485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002235291,"about_ca_system_score_gemma":0.0001691435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067602,"about_ca_topic_score_gemma":0.002510216,"domain_scores_codex":[0.9998634,0.00001729566,0.0000135213,0.00003115177,0.00004147985,0.00003323864],"domain_scores_gemma":[0.999861,0.00003549291,0.00004161209,0.000007805507,0.0000324194,0.00002166115],"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":[0.0000537565,0.00001869139,0.00005273958,0.00005613799,0.000004373584,0.00002177843,0.00001046349,0.000103268,0.9988316,0.00001730687,0.00001774641,0.0008122363],"study_design_scores_gemma":[0.000004210916,0.0001589028,0.0004079929,0.000002430754,0.000006341149,0.00001583614,0.000007286767,0.0004796483,0.9985383,0.000003739802,0.0003724151,0.000003052709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996695,0.0006955448,0.001108807,0.00003673867,0.00002637704,0.00002474913,0.00008400732,0.00005580223,0.001273046],"genre_scores_gemma":[0.9972861,0.0003165166,0.001474179,0.00003059362,0.000004577852,0.0000174128,0.00006382799,0.00001187102,0.0007948755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001067602,"threshold_uncertainty_score":0.00230974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2756806062","doi":"10.1016/j.conbuildmat.2017.09.115","title":"Effect of calcium gluconate, calcium lactate, and urea on the kinetics of self-healing in mortars","year":2017,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Calcium; Mortar; Reagent; Self-healing; Urea; Materials science; Ettringite; Kinetics; Chemistry; Calcium carbonate; Cement; Chemical engineering; Composite material; Metallurgy; Biochemistry; Organic chemistry","authors":[{"name":"Jean Ducasse-Lapeyrusse","is_ca":true},{"name":"Richard Gagné","is_ca":true},{"name":"Christine Lors","is_ca":false},{"name":"D. Damidot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01373723500080145,"gpt":0.2780824950239534,"spread":0.264345260023152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005014527,0.000310213,0.0002972726,0.0001938716,0.0002258501,0.0003979438,0.0003227422,0.0002977006,0.00172285],"category_scores_gemma":[0.001097032,0.0002240491,0.0002626041,0.0001721052,0.0003690578,0.0004469478,0.0001307476,0.000450328,0.0002801856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003839374,"about_ca_system_score_gemma":0.000372715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361215,"about_ca_topic_score_gemma":0.002632957,"domain_scores_codex":[0.9997831,0.00004325245,0.0000181488,0.00003501755,0.00004087961,0.00007969436],"domain_scores_gemma":[0.9990797,0.0005120882,0.0001549265,0.00005273437,0.0001114615,0.00008898022],"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":[0.002790954,0.000165393,0.0009316539,0.0001002385,0.00002212852,0.00007894377,0.0001894191,0.0008549076,0.9898512,0.0001765051,0.0001136166,0.004724881],"study_design_scores_gemma":[0.00001154503,0.0006834744,0.001440755,0.000005278766,0.00001198139,0.00001390556,0.00003755085,0.001743987,0.9956276,0.00002110494,0.0003928003,0.00001004081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979604,0.0006822156,0.0004941503,0.00002763629,0.00002213728,0.000009580468,0.00008522284,0.00003327859,0.000685379],"genre_scores_gemma":[0.9981924,0.0003533203,0.0004654281,0.00001580778,0.000006762185,0.000006276548,0.00006386242,0.00001276276,0.000883422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002361215,"threshold_uncertainty_score":0.005763471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135804158","doi":"10.1021/bi100372h","title":"Crystal Structures of Apo and Metal-Bound Forms of the UreE Protein from <i>Helicobacter pylori</i>: Role of Multiple Metal Binding Sites,","year":2010,"lang":"en","type":"article","venue":"Biochemistry","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Biotechnology Research Institute; McGill University","funders":"Argonne National Laboratory; Basic Energy Sciences; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Office of Science; Canadian Light Source; Eli Lilly and Company; U.S. Department of Energy","keywords":"Tetramer; Dimer; Metal; Urease; Crystallography; Chemistry; Protein subunit; Crystal structure; Metal ions in aqueous solution; Hydrolase; Enzyme; Stereochemistry; Biochemistry","authors":[{"name":"Rong Shi","is_ca":true},{"name":"Christine Munger","is_ca":true},{"name":"Abdalin E. Asinas","is_ca":true},{"name":"Stéphane L. Benoit","is_ca":false},{"name":"Erica F. Miller","is_ca":false},{"name":"Allan Matte","is_ca":true},{"name":"Robert J. Maier","is_ca":false},{"name":"Mirosław Cygler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005595886743313809,"gpt":0.198709458358903,"spread":0.1931135716155892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001955883,0.0003099763,0.0003649479,0.0001724239,0.0002581026,0.0004715497,0.000642673,0.0005858288,0.0009689794],"category_scores_gemma":[0.000457329,0.0002754503,0.000171255,0.0003945431,0.0002051575,0.0002551978,0.0001481546,0.0005892291,0.0002198754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009252509,"about_ca_system_score_gemma":0.0003223526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00422207,"about_ca_topic_score_gemma":0.005861133,"domain_scores_codex":[0.9999052,0.000008986007,0.00000642196,0.00002293804,0.00004280746,0.00001362343],"domain_scores_gemma":[0.9998747,0.00002307794,0.00002590633,0.000006724447,0.00003462576,0.00003498007],"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":[0.001448141,0.0004046927,0.01062113,0.0007934319,0.0001300131,0.001058047,0.0006443842,0.002874496,0.9588135,0.001887949,0.007117795,0.0142063],"study_design_scores_gemma":[0.000880582,0.001241326,0.2084374,0.0001564507,0.0002871528,0.005402082,0.001175047,0.04658604,0.6622382,0.001226219,0.07216072,0.0002088148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990025,0.003605242,0.001411505,0.00025415,0.00003345276,0.00002363106,0.002252261,0.0001141562,0.002280502],"genre_scores_gemma":[0.9737863,0.0022392,0.00615076,0.000140986,0.00001651232,0.00003778655,0.01429974,0.00007693796,0.003251892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00422207,"threshold_uncertainty_score":0.008394957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790592005","doi":"10.3390/fib6010009","title":"Effect of Polypropylene Fibers on Self-Healing and Dynamic Modulus of Elasticity Recovery of Fiber Reinforced Concrete","year":2018,"lang":"en","type":"article","venue":"Fibers","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kryton International (Canada); University of Victoria","funders":"","keywords":"Materials science; Composite material; Polypropylene; Curing (chemistry); Cracking; Elastic modulus; Young's modulus; Fiber","authors":[{"name":"Adham El-Newihy","is_ca":true},{"name":"Pejman Azarsa","is_ca":true},{"name":"Rishi Gupta","is_ca":true},{"name":"Alireza Biparva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003264643306401979,"gpt":0.2240213663637319,"spread":0.2207567230573299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002510917,0.0004191124,0.0001525493,0.0002078653,0.0001083095,0.000160093,0.0001066477,0.0001982105,0.0006608107],"category_scores_gemma":[0.0003954594,0.0001305021,0.0001902197,0.00009538025,0.0001481032,0.0003779484,0.0001412174,0.0002908369,0.00009695163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009368361,"about_ca_system_score_gemma":0.0001011118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004348943,"about_ca_topic_score_gemma":0.001146569,"domain_scores_codex":[0.9998111,0.00002666359,0.00001515324,0.00004831377,0.00006430085,0.00003460385],"domain_scores_gemma":[0.9996251,0.0001006739,0.0001399709,0.00003112462,0.00005633351,0.00004673768],"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":[0.0001100589,0.00002901077,0.0004182343,0.00003292578,0.000004983834,0.00002188447,0.00001725544,0.0001428015,0.9972395,0.00000619391,0.000003001968,0.001974096],"study_design_scores_gemma":[0.000001822054,0.0003782967,0.003345157,0.000003203588,0.000009521776,0.00002958294,0.00001458346,0.0003061498,0.9957277,0.000004066286,0.0001768598,0.000003236033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988595,0.000342162,0.0006069379,0.000005179136,0.000002978612,0.000006078235,0.0000247668,0.00000963088,0.0001428112],"genre_scores_gemma":[0.9978393,0.0002417422,0.001391357,0.000006265192,0.000001819858,0.000006245768,0.00004409351,0.00000795777,0.0004611766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006608107,"threshold_uncertainty_score":0.002210617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206842714","doi":"10.1007/s40891-021-00349-9","title":"Recent Advances in Nature-Inspired Solutions for Ground Engineering (NiSE)","year":2021,"lang":"en","type":"article","venue":"International Journal of Geosynthetics and Ground Engineering","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Engineering and Physical Sciences Research Council; Department of Science and Technology, Ministry of Science and Technology, India; National Research Foundation; Royal Society; Newton Fund","keywords":"Generative grammar; Natural (archaeology); Living systems; Rubble; Computer science; Aggregate (composite); Biochemical engineering; Construction engineering; Architectural engineering; Artificial intelligence; Civil engineering; Engineering; Geology; Nanotechnology; Materials science","authors":[{"name":"Arya Assadi-Langroudi","is_ca":false},{"name":"Brendan C. O’Kelly","is_ca":false},{"name":"Daniel Barreto","is_ca":false},{"name":"Federica Cotecchia","is_ca":false},{"name":"Henry Dicks","is_ca":false},{"name":"Abdullah Ekinci","is_ca":false},{"name":"Fernando E. Garcia","is_ca":false},{"name":"Michael Harbottle","is_ca":false},{"name":"Vito Tagarelli","is_ca":false},{"name":"Ian Jefferson","is_ca":false},{"name":"Pooneh Maghoul","is_ca":true},{"name":"Enrico Masoero","is_ca":false},{"name":"Gráinne El Mountassir","is_ca":false},{"name":"Balasingam Muhunthan","is_ca":false},{"name":"Xueyu Geng","is_ca":false},{"name":"Soheil Ghadr","is_ca":false},{"name":"Mehdi Mirzababaei","is_ca":false},{"name":"Helen Mitrani","is_ca":false},{"name":"Leon A. van Paassen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007299692984430946,"gpt":0.2363786518332226,"spread":0.2290789588487916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003980633,0.0005244991,0.0003633112,0.0004098842,0.0002269702,0.0009477472,0.0004752457,0.0008985426,0.003020396],"category_scores_gemma":[0.0003092492,0.0001796389,0.0004182015,0.000510496,0.000387367,0.001029646,0.0007943306,0.001005032,0.001393874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004937219,"about_ca_system_score_gemma":0.0003382655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002846637,"about_ca_topic_score_gemma":0.000667853,"domain_scores_codex":[0.9998423,0.00001765513,0.000009397695,0.00003480929,0.0000705236,0.00002521642],"domain_scores_gemma":[0.9998484,0.00004526845,0.00003035536,0.00001125663,0.0000445665,0.00002008147],"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":[0.0002005714,0.0003307755,0.0007224478,0.005102069,0.00005794033,0.0002618397,0.0001740498,0.003470901,0.4835615,0.04885591,0.00877852,0.4484836],"study_design_scores_gemma":[0.00002127907,0.0007159377,0.001216128,0.0003586242,0.00006489642,0.0005439424,0.0001870205,0.008956705,0.2826665,0.01246471,0.6927586,0.00004562964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0794665,0.7746765,0.05934963,0.004671448,0.002418288,0.00008395786,0.0003156367,0.0004396816,0.07857838],"genre_scores_gemma":[0.3666268,0.5241714,0.07569955,0.002441101,0.000948491,0.0001844906,0.0007208057,0.000153826,0.02905353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003020396,"threshold_uncertainty_score":0.01010424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251638867","doi":"10.1139/cjm-46-3-229","title":"Stimulation of the ionic transport system in &lt;i&gt;Brassica napus&lt;/i&gt; by a plant growth-promoting rhizobacterium (&lt;i&gt;Achromobacter&lt;/i&gt; sp.)","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Stimulation; Brassica; Biology; Plant growth; Botany; Chemistry; Neuroscience","authors":[{"name":"H. Bertrand","is_ca":false},{"name":"Claude Plassard","is_ca":false},{"name":"X. Pinochet","is_ca":false},{"name":"Brigitte Touraine","is_ca":false},{"name":"P. Normand","is_ca":false},{"name":"J. C. Cleyet-Marel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005209378512605265,"gpt":0.179605458024611,"spread":0.1743960795120057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002055156,0.0004024394,0.0003218146,0.0001843764,0.0002364066,0.0004626055,0.0005721484,0.0003510425,0.001158554],"category_scores_gemma":[0.0003154766,0.0002431278,0.0002349785,0.0001364786,0.0003270747,0.0003509556,0.0003697822,0.0005080233,0.0004759718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009355088,"about_ca_system_score_gemma":0.0004592376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01118669,"about_ca_topic_score_gemma":0.009074415,"domain_scores_codex":[0.9997625,0.00004731613,0.00001713543,0.00005128638,0.00005621422,0.00006554257],"domain_scores_gemma":[0.9997551,0.00006844942,0.00004671697,0.00002651053,0.00003863864,0.00006462848],"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":[0.00009414396,0.00000619942,0.00006236217,0.00001158504,0.000001369119,0.00001810697,0.00001614233,0.00002003485,0.9994602,0.00002981639,0.00002522328,0.0002548504],"study_design_scores_gemma":[0.00002256558,0.0001796209,0.003369779,0.000008436822,0.00001228379,0.00008976776,0.00009743994,0.001048925,0.993887,0.00006365135,0.001206984,0.00001357174],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966314,0.0005635678,0.0007910422,0.000179151,0.00002276644,0.00001184059,0.0002574154,0.00009937573,0.001443334],"genre_scores_gemma":[0.9962208,0.0002263426,0.001039493,0.00005524239,0.000007369797,0.000013101,0.000503369,0.00005615906,0.001878147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01118669,"threshold_uncertainty_score":0.02224314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088765063","doi":"10.1016/j.bmc.2006.05.078","title":"Cysteine based novel noncompetitive inhibitors of urease(s)—Distinctive inhibition susceptibility of microbial and plant ureases","year":2006,"lang":"en","type":"article","venue":"Bioorganic & Medicinal Chemistry","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":43,"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":"Urease; Chemistry; Cysteine; Thiol; Canavalia ensiformis; Proteus mirabilis; Biochemistry; Enzyme; Bacteria; Amino acid; Stereochemistry; Escherichia coli; Biology","authors":[{"name":"Zareen Amtul","is_ca":false},{"name":"Naheed Kausar","is_ca":false},{"name":"Cristian Follmer","is_ca":false},{"name":"Richard Rozmahel","is_ca":true},{"name":"Atta‐ur Rahman","is_ca":false},{"name":"Syed Arif Kazmi","is_ca":false},{"name":"Mohammed Saleh Shekhani","is_ca":false},{"name":"Jason L. Eriksen","is_ca":false},{"name":"Khalid Mohammed Khan","is_ca":false},{"name":"M. Iqbal Choudhary","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004364840460378681,"gpt":0.1859061182909809,"spread":0.1815412778306022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002671331,0.0004393127,0.0006012165,0.0002628712,0.0002085066,0.0002917995,0.000805411,0.0004565972,0.001137123],"category_scores_gemma":[0.0002229895,0.0002243916,0.0002114557,0.0001529685,0.0002250931,0.0002539621,0.0002023852,0.0006973373,0.0002502865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003585111,"about_ca_system_score_gemma":0.0001943387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005058504,"about_ca_topic_score_gemma":0.001651377,"domain_scores_codex":[0.9998488,0.00002379564,0.0000129119,0.0000270379,0.00004349542,0.00004395558],"domain_scores_gemma":[0.9998956,0.00002206464,0.00001919784,0.00001035216,0.00002217397,0.00003059509],"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":[0.0005095337,0.0001466426,0.0001142609,0.0001019156,0.00002602029,0.0001481141,0.00002595058,0.0001688409,0.9923259,0.0003762279,0.0002075469,0.005849066],"study_design_scores_gemma":[0.0001429421,0.001520841,0.001030425,0.000007599634,0.00004781408,0.0005397553,0.000009706037,0.001215995,0.991698,0.00004630297,0.003726528,0.00001417574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858235,0.005870234,0.00385514,0.0001396547,0.0001564372,0.0001192141,0.0001835439,0.0002115515,0.00364078],"genre_scores_gemma":[0.9919587,0.00184134,0.003051397,0.0001072727,0.00003171421,0.00004169836,0.0002811459,0.0000216824,0.002665021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001137123,"threshold_uncertainty_score":0.003804088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045404414","doi":"10.1021/es050929p","title":"Effect of Strontium Contaminants upon the Size and Solubility of Calcite Crystals Precipitated by the Bacterial Hydrolysis of Urea","year":2005,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":43,"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":"U.S. Department of Energy","keywords":"Calcite; Nucleation; Solubility; Supersaturation; Crystal growth; Crystal (programming language); Chemistry; Ammonia volatilization from urea; Strontium; Mineralogy; Precipitation; Urea; Crystallography; Organic chemistry","authors":[{"name":"Andrew C. Mitchell","is_ca":true},{"name":"F. G. Ferris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002178387817611001,"gpt":0.2094012169367599,"spread":0.2072228291191489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003130811,0.0003237672,0.0003913735,0.0001061909,0.0001361148,0.0004607491,0.0002471261,0.00025488,0.0005133046],"category_scores_gemma":[0.0008265128,0.0002029902,0.0001665384,0.0001568932,0.0002191245,0.0001889518,0.0003456636,0.0003084498,0.0001445322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002524694,"about_ca_system_score_gemma":0.0002892899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002305408,"about_ca_topic_score_gemma":0.00391255,"domain_scores_codex":[0.9995543,0.00008514975,0.0000570033,0.00007893216,0.0001498475,0.00007471678],"domain_scores_gemma":[0.9993572,0.0002514979,0.0001395945,0.00004924243,0.000131249,0.00007116369],"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":[0.0001531502,0.00001709603,0.000411326,0.00002950574,0.000004722786,0.00002765779,0.00002173265,0.00008435443,0.9985492,0.00001228281,0.000008559939,0.0006803875],"study_design_scores_gemma":[0.00000332557,0.0002331689,0.003192637,0.000001875578,0.000005268291,0.00002676408,0.00002120646,0.0005447234,0.9957445,0.000006339784,0.0002162744,0.000003871908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985078,0.0001801202,0.0005684501,0.00002344527,0.000005883101,0.00001214874,0.000172167,0.00001815731,0.0005118203],"genre_scores_gemma":[0.9970762,0.0001875274,0.001732353,0.00002536456,0.000003879542,0.0000204992,0.0002244009,0.00001813041,0.0007116653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002305408,"threshold_uncertainty_score":0.004583955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100848692","doi":"10.1002/prot.22802","title":"Crystal structure of a truncated urease accessory protein UreF from <i>Helicobacter pylori</i>","year":2010,"lang":"en","type":"article","venue":"Proteins Structure Function and Bioinformatics","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto; Ontario Institute for Cancer Research","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; Industrial Macromolecular Crystallography Association Collaborative Access Team","keywords":"Helicobacter pylori; Urease; Crystal structure; Crystallography; Crystal (programming language); Chemistry; Microbiology; Materials science; Biochemistry; Biology; Genetics; Enzyme; Computer science","authors":[{"name":"Robert Lam","is_ca":true},{"name":"V. Romanov","is_ca":true},{"name":"Kathy Johns","is_ca":true},{"name":"K.P. Battaile","is_ca":false},{"name":"J. Wu-Brown","is_ca":true},{"name":"Jennifer L. Guthrie","is_ca":true},{"name":"Robert P. Hausinger","is_ca":false},{"name":"E.F. Pai","is_ca":true},{"name":"Nickolay Y. Chirgadze","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005507398874108741,"gpt":0.1956853002247303,"spread":0.1901779013506215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001628805,0.0001912057,0.0003120441,0.0001468751,0.000300696,0.0003116112,0.0004408378,0.0004400962,0.001495148],"category_scores_gemma":[0.0003257652,0.0001407467,0.000141087,0.0002386921,0.0001271201,0.0001865307,0.0001198884,0.0007200231,0.0002553607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006845007,"about_ca_system_score_gemma":0.0005375445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007032903,"about_ca_topic_score_gemma":0.008288878,"domain_scores_codex":[0.9999186,0.000007458661,0.000003728582,0.00001679021,0.00004075584,0.00001270683],"domain_scores_gemma":[0.9998835,0.00002475111,0.0000183442,0.000004391338,0.00003194676,0.00003698038],"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":[0.001538812,0.0004381286,0.01354559,0.0007061415,0.000205932,0.00248988,0.000635982,0.005198644,0.9192843,0.002277893,0.02206224,0.03161649],"study_design_scores_gemma":[0.001192989,0.001479727,0.312117,0.0002555851,0.0004540411,0.008721702,0.001338905,0.0927344,0.4267184,0.002036773,0.1527134,0.0002370904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861888,0.004229205,0.001401351,0.0007310112,0.0001041216,0.00003122896,0.003353983,0.0001695107,0.00379071],"genre_scores_gemma":[0.9646632,0.002278704,0.008110725,0.000317061,0.00003637662,0.00004358256,0.02035495,0.00007837211,0.004117165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007032903,"threshold_uncertainty_score":0.01398391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015527012","doi":"10.1139/cgj-2020-0008","title":"Field investigation of shallow soft-soil highway subgrade treated by mass carbonation technology","year":2020,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Ministry of Housing and Urban-Rural Development; Southeast University; National Natural Science Foundation of China; Nanjing Forestry University","keywords":"Carbonation; Penetrometer; Geotechnical engineering; Subgrade; Soil water; Soil stabilization; Environmental science; Materials science; Geology; Soil science; Composite material","authors":[{"name":"Songyu Liu","is_ca":false},{"name":"Guanghua Cai","is_ca":false},{"name":"Guangyin Du","is_ca":false},{"name":"Liang Wang","is_ca":false},{"name":"Jiangshan Li","is_ca":false},{"name":"Xingchen Qian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00863585833423224,"gpt":0.1929129888885355,"spread":0.1842771305543033,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000215678,0.0003562419,0.0003641425,0.0004063741,0.0004131888,0.0002505914,0.0003308021,0.0004944562,0.0007913875],"category_scores_gemma":[0.0002057493,0.0001386208,0.0002463427,0.0003565821,0.0002371731,0.0002013792,0.0001505398,0.0003833161,0.0001274638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003347867,"about_ca_system_score_gemma":0.0002790042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004433111,"about_ca_topic_score_gemma":0.0112621,"domain_scores_codex":[0.9998575,0.0000154932,0.000008031371,0.00003209572,0.00005346841,0.00003331506],"domain_scores_gemma":[0.9997521,0.00003593156,0.0000534272,0.00001744424,0.0001072097,0.00003392161],"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":[0.0004180483,0.0002215294,0.003672041,0.0001066499,0.000008701718,0.0001259217,0.0001171237,0.00100078,0.9905983,0.00003653933,0.00006875664,0.003625538],"study_design_scores_gemma":[0.00004388046,0.006329151,0.0514201,0.00001602202,0.00005989099,0.00009496646,0.0005087097,0.003573395,0.9366248,0.00004477726,0.001265604,0.0000187869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994004,0.00003333509,0.0002526987,0.00000619711,0.000003103738,0.00001331402,0.00007673022,0.000008735376,0.0002055572],"genre_scores_gemma":[0.9983662,0.00007399052,0.0007894483,0.00001201295,0.000003032445,0.00001343144,0.0001001066,0.000003698383,0.0006382109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004433111,"threshold_uncertainty_score":0.008814633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2949070781","doi":"10.1061/(asce)mt.1943-5533.0002841","title":"Splitting Tensile Strength of Fiber-Reinforced and Biocemented Sand","year":2019,"lang":"en","type":"article","venue":"Journal of Materials in Civil Engineering","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Iowa State University; University of Ottawa","keywords":"Ultimate tensile strength; Materials science; Fiber; Composite material; Calcium carbonate; Compressive strength","authors":[{"name":"Sun-Gyu Choi","is_ca":false},{"name":"Tung Hoang","is_ca":false},{"name":"E. James Alleman","is_ca":false},{"name":"Jian Chu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004410317159549832,"gpt":0.1949594538384135,"spread":0.1905491366788637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001784703,0.0003013251,0.0001945755,0.0002888814,0.0001519119,0.0001927675,0.0001400408,0.0002489972,0.001058775],"category_scores_gemma":[0.0002587469,0.0001747435,0.0001882752,0.0001670924,0.0002288891,0.0001599539,0.0001245816,0.000262542,0.0001287692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003083451,"about_ca_system_score_gemma":0.0001764784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00351178,"about_ca_topic_score_gemma":0.01128455,"domain_scores_codex":[0.9998087,0.00001323288,0.00001519503,0.00002897179,0.00009818011,0.0000357803],"domain_scores_gemma":[0.9997535,0.0000534019,0.0000618036,0.00001333825,0.00007902495,0.0000388018],"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":[0.0000463369,0.000005206592,0.0007424564,0.00002235971,0.000006558183,0.00004098048,0.00002399904,0.0001561175,0.9980816,0.00001032986,0.000006994571,0.0008571272],"study_design_scores_gemma":[0.000001329762,0.0001574533,0.01225189,0.000003733852,0.00001126335,0.00005063866,0.00005340008,0.0004506495,0.9866523,0.000006785601,0.0003561737,0.000004433348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987358,0.0002423628,0.0004265507,0.000006903694,0.000005679496,0.000003986965,0.00008904126,0.000008835696,0.0004807629],"genre_scores_gemma":[0.998235,0.0001318043,0.0005128038,0.000005604476,0.000001287776,0.000004049577,0.0001083269,0.000005960491,0.0009950283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00351178,"threshold_uncertainty_score":0.006982684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772989146","doi":"10.1139/cgj-2016-0438","title":"Bio-grouting to enhance axial pull-out response of pervious concrete ground improvement piles","year":2017,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Lehigh University; National Science Foundation","keywords":"Geotechnical engineering; Pile; Clogging; Geology; Engineering","authors":[{"name":"Hai Lin","is_ca":false},{"name":"Muhannad T. Suleiman","is_ca":false},{"name":"Hanna Moussa Jabbour","is_ca":false},{"name":"Derick G. Brown","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01244248124079997,"gpt":0.2667700874156809,"spread":0.2543276061748809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001100202,0.0004180416,0.0001754037,0.0002653034,0.0001239161,0.0001927322,0.0001760174,0.0002078641,0.0006431031],"category_scores_gemma":[0.0001917459,0.0001511205,0.0001581767,0.0001604589,0.000220594,0.0001680203,0.0002271425,0.0002274056,0.0001303486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274799,"about_ca_system_score_gemma":0.0001218887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007081193,"about_ca_topic_score_gemma":0.002531258,"domain_scores_codex":[0.9998944,0.00001069061,0.00000576505,0.00001347117,0.00004738171,0.000028232],"domain_scores_gemma":[0.9998385,0.00002716467,0.00006350845,0.0000128683,0.00002675064,0.0000312032],"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":[0.00002296079,0.00001172831,0.0002106845,0.00001381584,0.000001106479,0.0000201594,0.000009948175,0.0003413661,0.9986213,0.000003800783,0.000003488267,0.0007395353],"study_design_scores_gemma":[0.000002581107,0.0003771319,0.007452526,0.000002342614,0.000006278412,0.00004094327,0.00004593641,0.001271858,0.9905503,0.000006373537,0.0002390485,0.000004673967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987219,0.00003465997,0.00100639,0.000006617059,0.000001861088,0.00000624132,0.00001779951,0.00002153698,0.000182913],"genre_scores_gemma":[0.9983076,0.00004640471,0.001188113,0.000006846432,9.312926e-7,0.000003838757,0.00002469227,0.000005490916,0.0004160935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007081193,"threshold_uncertainty_score":0.00215137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224981982","doi":"10.1139/cgj-2021-0295","title":"Influence of bacterial suspension type on the strength of biocemented sand","year":2022,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cementation (geology); Suspension (topology); Scanning electron microscope; Compressive strength; Precipitation; Carbonate; Fourier transform infrared spectroscopy; Materials science; Chemical engineering; Microstructure; Mineralogy; Cement; Chemistry; Composite material; Metallurgy","authors":[{"name":"Guoliang Ma","is_ca":false},{"name":"Xiang He","is_ca":false},{"name":"Yang Xiao","is_ca":false},{"name":"Jian Chu","is_ca":false},{"name":"Liang Cheng","is_ca":false},{"name":"Hanlong Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01007331895979597,"gpt":0.2148038761790382,"spread":0.2047305572192422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004754286,0.0005404273,0.0003678228,0.0004149479,0.0002036849,0.0006079296,0.0002283967,0.0003094403,0.0008067153],"category_scores_gemma":[0.001215078,0.000262687,0.0002639299,0.0002714394,0.0003080025,0.0002840144,0.0003635447,0.0003584425,0.0001566465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003221489,"about_ca_system_score_gemma":0.0003144326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002193479,"about_ca_topic_score_gemma":0.005476804,"domain_scores_codex":[0.9995221,0.0001027257,0.00008318244,0.00006020468,0.0001612192,0.00007058073],"domain_scores_gemma":[0.9990785,0.0003526721,0.0001788242,0.00004050091,0.0002246505,0.0001248718],"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":[0.0001623297,0.00002191544,0.001427926,0.00008085822,0.00002054676,0.00005713478,0.0000335292,0.0002224164,0.9961966,0.00001941114,0.00001482098,0.001742571],"study_design_scores_gemma":[0.000004238992,0.0004939248,0.01326798,0.00001268677,0.00004435866,0.00005828046,0.0001066666,0.0006079479,0.9848021,0.00001251774,0.0005784871,0.00001081405],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981052,0.0004712334,0.0004888281,0.00002027961,0.00001757658,0.00001757384,0.0001055422,0.00001352136,0.0007603581],"genre_scores_gemma":[0.9979916,0.0003716176,0.0008516623,0.00002280425,0.000005639014,0.00001189339,0.0001184206,0.00001026445,0.0006161145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002193479,"threshold_uncertainty_score":0.004361391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041038171","doi":"10.1128/jb.01333-10","title":"Effects of Metal on the Biochemical Properties of <i>Helicobacter pylori</i> HypB, a Maturation Factor of [NiFe]-Hydrogenase and Urease","year":2011,"lang":"en","type":"article","venue":"Journal of Bacteriology","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; National Institutes of Health; Canada Research Chairs","keywords":"Urease; Biology; Hydrogenase; Helicobacter pylori; Biochemistry; Microbiology; Metal; Enzyme; Bacteria; Genetics; Materials science; Metallurgy","authors":[{"name":"Andrew M. Sydor","is_ca":true},{"name":"Jenny Liu","is_ca":true},{"name":"Deborah B. Zamble","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0166123773795718,"gpt":0.2004469518936858,"spread":0.183834574514114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000180501,0.0002631136,0.0002208806,0.0001166566,0.0001429688,0.0003388948,0.0002415336,0.0003123236,0.000898532],"category_scores_gemma":[0.0004672733,0.0001983593,0.0001345171,0.0001019296,0.0001883194,0.0001553136,0.0002085625,0.0002698906,0.0002597834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363414,"about_ca_system_score_gemma":0.0001308874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001751587,"about_ca_topic_score_gemma":0.001254232,"domain_scores_codex":[0.9997105,0.00008378597,0.00002315567,0.00003961277,0.00009563797,0.00004720559],"domain_scores_gemma":[0.9997473,0.00006798568,0.00005332514,0.00002286841,0.00005497207,0.00005357981],"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":[0.0002016061,0.00002603893,0.0003124562,0.00002931826,0.000006097333,0.00003058676,0.00001791414,0.00005200091,0.9986562,0.00001675751,0.00003067571,0.0006204197],"study_design_scores_gemma":[0.000007635844,0.0002049312,0.005918493,0.000003204133,0.000009940288,0.000124979,0.0000341809,0.0006699087,0.9922943,0.00001343899,0.0007121066,0.000006888904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988658,0.0003135102,0.0002620633,0.00005353823,0.000006343907,0.000004373042,0.00009738463,0.00001609863,0.0003809486],"genre_scores_gemma":[0.998486,0.0001609197,0.000495759,0.00002906552,0.000003470832,0.000005241845,0.0001979445,0.00001556656,0.0006061493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001751587,"threshold_uncertainty_score":0.003482819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1826055502","doi":"10.1139/cjce-2015-0069","title":"Mature fine tailings consolidation through microbial induced calcium carbonate precipitation","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Tailings; Consolidation (business); Calcium carbonate; Calcite; Scanning electron microscope; Geotechnical engineering; Precipitation; Geology; Mineralogy; Materials science; Soil science; Metallurgy; Composite material","authors":[{"name":"Jiaming Liang","is_ca":true},{"name":"Zhengyang Guo","is_ca":true},{"name":"Lijun Deng","is_ca":true},{"name":"Yang Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0178293148562134,"gpt":0.2216220820439943,"spread":0.2037927671877809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001520562,0.000324671,0.0002340809,0.0002806211,0.0001301841,0.0002494004,0.0002112936,0.0002705777,0.0005408329],"category_scores_gemma":[0.0001822976,0.0001433497,0.0003067138,0.0001914041,0.0001691994,0.0002695784,0.0002886304,0.0003276708,0.0001437602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001955197,"about_ca_system_score_gemma":0.0002407027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007928163,"about_ca_topic_score_gemma":0.00279479,"domain_scores_codex":[0.9998783,0.000007830889,0.00001284111,0.00003005865,0.00004261694,0.00002830843],"domain_scores_gemma":[0.999886,0.00001038897,0.00004187927,0.00001433519,0.00002655016,0.00002083598],"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":[0.00004342189,0.00001487095,0.0003473091,0.00003186001,0.000003122071,0.00002980634,0.00001164917,0.0001335541,0.9967412,0.00002948272,0.00002018972,0.002593558],"study_design_scores_gemma":[0.0000058557,0.0002406941,0.002516195,0.000002987623,0.000006868347,0.0000499422,0.00001408389,0.001117121,0.9954679,0.00001181409,0.0005628656,0.000003734811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945523,0.0003667236,0.004250002,0.00002063168,0.00001552993,0.00003953528,0.00009419347,0.00009825444,0.0005628648],"genre_scores_gemma":[0.996135,0.0001622249,0.002910977,0.00001409862,0.000004208769,0.00001505329,0.00008175934,0.000008086182,0.0006686578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007928163,"threshold_uncertainty_score":0.001809239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}