{"meta":{"query_hash":"ccc03d59aec8","filters":{"topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry"},"cohort_total":124,"direct_labels_cover":0,"predictions_cover":124,"exported":124,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/ccc03d59aec8","api":"https://metacan.xera.ac/api/v1/cohort?topic=Advanced+Theoretical+and+Applied+Studies+in+Material+Sciences+and+Geometry"},"results":[{"id":"W176226554","doi":"10.1023/a:1013107507150","title":"Globally Optimized Spherical Point Arrangements: Model Variants and Illustrative Results","year":2001,"lang":"en","type":"article","venue":"Annals of Operations Research","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Research Institute for Mathematical Sciences; Centrum Wiskunde and Informatica","keywords":"Solver; Mathematical optimization; Variety (cybernetics); Theory of computation; Representation (politics); Computer science; Point (geometry); Optimization problem; Mathematics; Algorithm; Artificial intelligence","score_opus":0.1169280639765363,"score_gpt":0.40098781025693014,"score_spread":0.2840597462803939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W176226554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44345227,0.00068567146,0.28888527,0.007093067,0.00017364314,0.0007407741,0.00022295877,0.00010679929,0.25863957],"genre_scores_gemma":[0.9780002,0.0023180868,0.019139407,0.000056501955,0.00004225359,0.000021859676,0.000005503805,0.0000055476144,0.00041058697],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999066,0.000033776952,0.00020031614,0.00015141463,0.00027527404,0.00027322938],"domain_scores_gemma":[0.9995431,0.000053988104,0.0000060262732,0.000119064665,0.00019241023,0.00008544475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060991873,0.00007239342,0.00012823504,0.00003964626,0.00019461465,0.00005762633,0.00014015962,0.00003560996,0.00010114332],"category_scores_gemma":[0.00013469665,0.000055697856,0.00001885738,0.00037414272,0.00031195837,0.00013401223,0.00009633603,0.0001067589,0.000010119646],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016935193,0.000065914035,0.000003779412,0.000014131171,0.000035744095,0.000004833893,0.00043573076,0.91951054,0.005241392,0.06684762,0.0021588386,0.005512136],"study_design_scores_gemma":[0.00073668314,0.00021294884,0.00016390273,0.000037163136,0.0000037278746,0.00000309855,0.001263379,0.95209074,0.0031357894,0.03961045,0.0025487915,0.00019330755],"about_ca_topic_score_codex":0.000019403273,"about_ca_topic_score_gemma":0.000009811641,"teacher_disagreement_score":0.534548,"about_ca_system_score_codex":0.000008293879,"about_ca_system_score_gemma":0.000012088886,"threshold_uncertainty_score":0.22712927},"labels":[],"label_agreement":null},{"id":"W1790255215","doi":"10.1109/robot.1999.770472","title":"Geometrical synthesis of star-like topology parallel manipulators with a genetic algorithm","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Workspace; Star (game theory); Inscribed figure; Topology (electrical circuits); Algorithm; Genetic algorithm; Computer science; Simple (philosophy); Volume (thermodynamics); Manipulator (device); A* search algorithm; Mathematical optimization; Mathematics; Artificial intelligence; Robot; Geometry; Combinatorics; Physics","score_opus":0.005556388587031984,"score_gpt":0.20050894236498712,"score_spread":0.19495255377795515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1790255215","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24926604,0.0004237899,0.6993686,0.000027667145,0.00037971014,0.00015702251,0.000009707878,0.00013261291,0.050234847],"genre_scores_gemma":[0.8694192,0.00012473001,0.13030903,0.000020833282,0.000017697816,0.000010844431,2.541824e-7,0.000008929513,0.00008847988],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99931145,0.000011019836,0.00015789062,0.00013717449,0.00012538632,0.0002570965],"domain_scores_gemma":[0.99969727,0.0000870233,0.000016284821,0.00011488282,0.000015979102,0.000068555186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006576312,0.00011060174,0.00020509098,0.000064162385,0.00003927106,0.0000063907614,0.00009817194,0.000045481072,0.0005820369],"category_scores_gemma":[0.000019332236,0.00007201405,0.00002872246,0.00042996442,0.00020469613,0.000021216963,0.000021116344,0.000049388742,0.000015485366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065376924,0.00022673665,0.002116699,0.00021296121,0.00031939623,0.000050508774,0.00015353547,0.085877985,0.0009527915,0.69138116,0.0005383124,0.21810453],"study_design_scores_gemma":[0.00509392,0.0034110649,0.025194133,0.00020816807,0.0005773745,0.00035504994,0.009867037,0.12094154,0.12176099,0.52979356,0.17630133,0.006495816],"about_ca_topic_score_codex":0.0000067676656,"about_ca_topic_score_gemma":0.0000015347134,"teacher_disagreement_score":0.6201531,"about_ca_system_score_codex":0.000012847358,"about_ca_system_score_gemma":0.0000036057136,"threshold_uncertainty_score":0.6372896},"labels":[],"label_agreement":null},{"id":"W1966407796","doi":"10.1155/2011/985323","title":"Fundamental Domains of Gamma and Zeta Functions","year":2011,"lang":"en","type":"article","venue":"International Journal of Mathematics and Mathematical Sciences","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Mathematics; Conformal map; Riemann zeta function; Riemann hypothesis; Complex plane; Euler's formula; Analytic continuation; Plane (geometry); Pure mathematics; Order (exchange); Riemann surface; Geometric function theory; Mathematical analysis; Geometry","score_opus":0.01980535584932372,"score_gpt":0.2517538372797531,"score_spread":0.23194848143042937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966407796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9052745,0.00024506767,0.06582912,0.00009916984,0.0003598251,0.00005101802,0.000008674458,0.0000113610795,0.028121276],"genre_scores_gemma":[0.9512918,0.00024085946,0.048391763,0.000010671596,0.00004180912,9.704069e-7,7.757459e-8,0.0000028911268,0.000019179362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99925417,0.0000038942367,0.00031836753,0.000056996116,0.00027140888,0.000095158335],"domain_scores_gemma":[0.9996441,0.000111328605,0.00009556562,0.00003288499,0.000052690997,0.00006342533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036482114,0.00006879726,0.00016361756,0.000063974825,0.000049758473,0.000029251536,0.000184075,0.000020980853,0.00018878112],"category_scores_gemma":[0.000053165528,0.000042793894,0.000034028868,0.00007724109,0.0005708872,0.00010913068,0.00007026392,0.000047744616,0.000002450233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009576791,0.00015047521,0.00016579182,0.000108840984,0.00008620954,0.0000061967057,0.0018510845,0.000042353415,0.0033617946,0.98529124,0.0000574034,0.008869032],"study_design_scores_gemma":[0.00024481502,0.00020493974,0.0002819329,0.00014914514,0.000029973227,0.00018299633,0.0040067383,0.0035186494,0.003025643,0.98783666,0.00040238682,0.00011614503],"about_ca_topic_score_codex":7.595275e-7,"about_ca_topic_score_gemma":4.2270324e-7,"teacher_disagreement_score":0.046017293,"about_ca_system_score_codex":0.000006395961,"about_ca_system_score_gemma":0.000004914282,"threshold_uncertainty_score":0.21034577},"labels":[],"label_agreement":null},{"id":"W1991758801","doi":"10.1080/10916460701204594","title":"A Review of the Partly Hydrolyzed Polyacrylamide Cr(III) Acetate Polymer Gels","year":2008,"lang":"en","type":"review","venue":"Petroleum Science and Technology","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyacrylamide; Hydrolysis; Polymer; Chemistry; Chemical engineering; Polymer chemistry; Chromatography; Organic chemistry","score_opus":0.008599201612888472,"score_gpt":0.2571291267045809,"score_spread":0.24852992509169242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991758801","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001298168,0.995857,0.000057165933,0.00022994631,0.0003846755,0.00022631015,0.000016432765,0.00010996214,0.0029886689],"genre_scores_gemma":[0.0020546168,0.9975829,0.00004735178,0.000094110525,0.000044635144,0.000071857095,8.0552786e-7,0.000015169769,0.000088534944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981844,0.000017604882,0.00049975346,0.00040666648,0.00034939236,0.0005421882],"domain_scores_gemma":[0.9991407,0.000052540378,0.00016924372,0.0005061151,0.000058545877,0.000072845345],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003328427,0.00031330864,0.0011496315,0.000261947,0.00031733877,0.00001698067,0.0011220622,0.00017099365,0.000024471921],"category_scores_gemma":[0.000109298664,0.00017411768,0.0001445805,0.0027866869,0.0042442605,0.00007432712,0.00054804253,0.0003404383,0.000011061873],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.4414523e-7,0.000011186403,0.00000116062,0.010099671,0.00003075489,0.0000030868075,0.000009853916,0.000002946079,0.0001807214,0.020367514,0.0003034669,0.9689888],"study_design_scores_gemma":[0.00008351535,0.000029854522,2.5440062e-7,0.012191942,0.000091440525,0.00009886144,0.00002253096,0.00005528259,0.000663643,0.0026985302,0.9837691,0.00029500783],"about_ca_topic_score_codex":0.0000029036337,"about_ca_topic_score_gemma":8.806462e-7,"teacher_disagreement_score":0.9834657,"about_ca_system_score_codex":0.000046235462,"about_ca_system_score_gemma":0.0000975405,"threshold_uncertainty_score":0.9984656},"labels":[],"label_agreement":null},{"id":"W1995729365","doi":"10.1016/j.biortech.2010.01.096","title":"Permeability of wood pellets in the presence of fines","year":2010,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; University of British Columbia","funders":"Ministry of Forests, Lands and Natural Resource Operations","keywords":"Pellets; Permeability (electromagnetism); Pulp and paper industry; Environmental science; Waste management; Geotechnical engineering; Chemistry; Materials science; Composite material; Geology; Engineering","score_opus":0.0038271192659867026,"score_gpt":0.21092665364699392,"score_spread":0.20709953438100723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995729365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99648595,0.000087772954,0.00018856056,0.00027542436,0.000077310026,0.000066347566,0.000004399362,0.000040227147,0.0027740279],"genre_scores_gemma":[0.9994389,0.000017623599,0.0005116818,0.000005019615,0.00001397917,0.000006392197,2.0083812e-7,0.0000025264426,0.000003712694],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995924,0.0000054261777,0.00013361145,0.00007981136,0.00006611008,0.00012264609],"domain_scores_gemma":[0.9996891,0.00006576879,0.000020431948,0.00020455042,0.000011799031,0.00000833074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014341177,0.00005344025,0.00011453411,0.00005649734,0.000019770761,0.0000016751459,0.00034443114,0.000080422746,0.000047397443],"category_scores_gemma":[0.00010214673,0.0000323675,0.000018321556,0.00038381762,0.0007785431,0.000008606857,0.00007471805,0.00013030723,0.000001790876],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000219477,0.00013563842,0.013628212,0.00015625841,0.000011063622,0.000002792615,0.0010334376,0.000952189,0.5444183,0.39418432,0.00010442169,0.045351434],"study_design_scores_gemma":[0.00061079534,0.00031217546,0.0328173,0.00005534771,0.000016223015,0.000019102135,0.004888095,0.002908215,0.4161204,0.49464703,0.04715419,0.00045111837],"about_ca_topic_score_codex":0.000005671881,"about_ca_topic_score_gemma":0.0000129001455,"teacher_disagreement_score":0.12829785,"about_ca_system_score_codex":0.0000017586343,"about_ca_system_score_gemma":0.0000013702447,"threshold_uncertainty_score":0.28685746},"labels":[],"label_agreement":null},{"id":"W2006656454","doi":"10.1167/7.9.605","title":"Orientation tuning of contour integration","year":2010,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Curvature; Orientation (vector space); Artificial intelligence; Ranging; Computer vision; Contour line; Bandwidth (computing); Geometry; Computer science; Optics; Mathematics; Physics; Telecommunications","score_opus":0.004662600939858823,"score_gpt":0.2636921516303792,"score_spread":0.25902955069052036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006656454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9311858,0.000033397482,0.065216385,0.00003225128,0.0010460655,0.000015629903,6.5265715e-7,0.000005532043,0.0024642772],"genre_scores_gemma":[0.99475265,0.000044572997,0.0050654225,0.0000048205334,0.00012351139,1.37689e-7,2.2281272e-7,0.000001997936,0.0000066972866],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996646,0.0000031949337,0.00016744072,0.00002225464,0.00009757273,0.00004494311],"domain_scores_gemma":[0.9998054,0.000025179888,0.00006276173,0.000027475358,0.00005609959,0.00002307272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001686153,0.000030383762,0.00007616602,0.000032325388,0.000021409305,0.000007468696,0.0000499477,0.00002069912,0.00005787214],"category_scores_gemma":[0.000037960002,0.00001968581,0.000023472672,0.00007909691,0.00003598763,0.000091779446,0.000007968028,0.000088550354,0.0000012463759],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015707787,0.000009278619,0.000047356716,0.000007801337,0.0000037119196,6.848186e-7,0.00014733545,0.0009838741,0.91040593,0.017246753,0.000089905785,0.07104163],"study_design_scores_gemma":[0.001868141,0.0014613215,0.02659273,0.00042573825,0.000059016504,0.000058470865,0.0036170315,0.041831397,0.65009576,0.25314438,0.020395784,0.00045024793],"about_ca_topic_score_codex":4.4445898e-7,"about_ca_topic_score_gemma":8.715092e-7,"teacher_disagreement_score":0.2603102,"about_ca_system_score_codex":0.0000045368292,"about_ca_system_score_gemma":0.0000019978593,"threshold_uncertainty_score":0.0802764},"labels":[],"label_agreement":null},{"id":"W2013691937","doi":"10.4271/2014-01-1685","title":"Flywheel with tuned damping","year":2014,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vale (Canada)","funders":"","keywords":"Flywheel; Control theory (sociology); Computer science; Engineering; Automotive engineering; Artificial intelligence; Control (management)","score_opus":0.005349893772373634,"score_gpt":0.21350388385747712,"score_spread":0.2081539900851035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013691937","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44685578,0.00036316604,0.0002245221,0.0027947095,0.00082866073,0.0009784958,0.000049913855,0.006537732,0.541367],"genre_scores_gemma":[0.990846,0.0002670394,0.0071093393,0.0010091335,0.0002716767,0.000168411,0.000013086165,0.000088927365,0.00022643628],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.996888,0.000049907794,0.0006058996,0.00080228626,0.00064946414,0.0010044543],"domain_scores_gemma":[0.9983631,0.00032869374,0.000077211786,0.00083072286,0.000048810867,0.00035150984],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045416033,0.0006298811,0.00075033546,0.0001029122,0.00044806022,0.00010503408,0.000814959,0.00038433785,0.0005030976],"category_scores_gemma":[0.00023033413,0.00044403272,0.00019128967,0.00077107013,0.0014149556,0.00026344438,0.0003100511,0.0007434263,0.00015309837],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013087146,0.000071888055,0.000027879352,0.000054034135,0.00002725734,0.000010604349,0.000014650986,0.00036383703,0.823655,0.16596693,0.0006881156,0.008988943],"study_design_scores_gemma":[0.0010416034,0.001799182,0.6633952,0.00034641474,0.000079726284,0.00006390633,0.000195106,0.000001535332,0.00076198624,0.06256993,0.2681771,0.0015682793],"about_ca_topic_score_codex":0.0000060021457,"about_ca_topic_score_gemma":0.004907764,"teacher_disagreement_score":0.822893,"about_ca_system_score_codex":0.00011533218,"about_ca_system_score_gemma":0.000013923565,"threshold_uncertainty_score":0.99980116},"labels":[],"label_agreement":null},{"id":"W2016798115","doi":"10.1081/pre-120014693","title":"MATHEMATICAL MODELING OF PARTICLE MORPHOLOGY DEVELOPMENT INDUCED BY RADICAL CONCENTRATION GRADIENTS IN SEEDED STYRENE HOMOPOLYMERIZATION","year":2002,"lang":"en","type":"article","venue":"Polymer Reaction Engineering","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Seeding; Morphology (biology); Styrene; Particle (ecology); Chemical engineering; Materials science; Chemical physics; Chemistry; Copolymer; Thermodynamics; Physics; Polymer; Composite material; Biology; Ecology","score_opus":0.011753152179901475,"score_gpt":0.20498289135603845,"score_spread":0.19322973917613698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016798115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91498804,0.0003357998,0.08385341,0.000020267427,0.0001479161,0.00006802333,0.0000017797834,0.00007838409,0.0005063822],"genre_scores_gemma":[0.9995003,0.000049970822,0.00036084853,0.0000055139635,0.000023795817,0.00001989509,0.0000055032588,0.000012352741,0.000021869439],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992252,0.000005637798,0.00029554716,0.00012078481,0.00012321885,0.0002295922],"domain_scores_gemma":[0.9998234,0.000020038315,0.000022961569,0.00006608175,0.0000077593995,0.000059766484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000065292894,0.0001067773,0.00015690383,0.000039113213,0.000031385494,0.000008009859,0.00005753438,0.000057301277,0.00012718458],"category_scores_gemma":[0.0000144210035,0.00010371046,0.000017974837,0.00024484683,0.000028645896,0.00009665558,0.000015097988,0.00008316016,0.000015067829],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061369,0.00005897151,0.000042294152,0.000037353126,0.0000135292275,7.6854377e-7,0.00031536937,0.046406116,0.9432944,0.0038742826,0.0000036495653,0.0059471373],"study_design_scores_gemma":[0.00019913937,0.000013474908,0.000038950693,0.000020007135,0.0000034576378,0.0000018740467,0.000043620894,0.64553964,0.35391164,0.000082276005,0.000038617047,0.00010729268],"about_ca_topic_score_codex":0.000003979562,"about_ca_topic_score_gemma":2.6963522e-7,"teacher_disagreement_score":0.59913355,"about_ca_system_score_codex":0.00004299173,"about_ca_system_score_gemma":0.0000016742115,"threshold_uncertainty_score":0.42291898},"labels":[],"label_agreement":null},{"id":"W2024389767","doi":"10.1017/s0004972711003042","title":"HELICOIDAL MINIMAL SURFACES IN ℍ<sup>2</sup>×ℝ","year":2011,"lang":"en","type":"article","venue":"Bulletin of the Australian Mathematical Society","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mathematics; Invariant (physics); Pure mathematics; Minimal surface; Surface (topology); Conjugate; Mathematical analysis; Geometry; Mathematical physics","score_opus":0.018257587957638554,"score_gpt":0.2224374870673145,"score_spread":0.20417989910967596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024389767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661733,0.000037719226,0.00063572073,0.0008598408,0.00011495918,0.00022032393,0.000016130165,0.000075615724,0.031866416],"genre_scores_gemma":[0.9868671,0.000021879103,0.012105262,0.00005252389,0.000033918877,0.000011179677,2.8951243e-7,0.00001117962,0.0008967164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99905837,0.000017212406,0.0002969538,0.00013413787,0.00017818782,0.00031517018],"domain_scores_gemma":[0.9996409,0.000070729024,0.00003254487,0.0001847091,0.000012405911,0.00005873906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025769504,0.00013866324,0.00023135124,0.000007814691,0.000058451555,0.000010236162,0.0003662843,0.00008616287,0.0026345248],"category_scores_gemma":[0.000034940273,0.00008657467,0.00015972697,0.00016809741,0.00044957723,0.000014127839,0.00012862736,0.00014806073,0.00010424419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001464775,0.0014659234,0.005407808,0.0036734773,0.0004624772,0.000011969521,0.038153496,0.040447578,0.0100917695,0.8114076,0.08463955,0.004091832],"study_design_scores_gemma":[0.0017341059,0.00024852317,0.010097003,0.00070235075,0.0001105835,0.000021417294,0.014182887,0.015933406,0.061153863,0.7693125,0.124913566,0.0015898099],"about_ca_topic_score_codex":0.000009084918,"about_ca_topic_score_gemma":2.894275e-7,"teacher_disagreement_score":0.051062092,"about_ca_system_score_codex":0.000018435805,"about_ca_system_score_gemma":0.0000027924225,"threshold_uncertainty_score":0.9982772},"labels":[],"label_agreement":null},{"id":"W2024714567","doi":"10.1260/026635102320321824","title":"Studies in Structural Concepts: An Introduction to Spatial Structures","year":2002,"lang":"en","type":"article","venue":"International Journal of Space Structures","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Computer science; Course (navigation); Space (punctuation); Structural system; Engineering drawing; Mathematics education; Management science; Software engineering; Construction engineering; Systems engineering; Engineering; Civil engineering; Mathematics; Aerospace engineering","score_opus":0.013579105746773745,"score_gpt":0.3179533949852683,"score_spread":0.3043742892384946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024714567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878104,0.0007523144,0.0017601528,0.0018145432,0.00739747,0.0000682184,0.000013660772,0.000026817708,0.00035646433],"genre_scores_gemma":[0.99320626,0.00017672,0.003412761,0.00008694109,0.003086889,0.000001364219,0.0000011435594,0.0000091612,0.00001877891],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989808,0.000017853494,0.00032066653,0.00013278377,0.0003682251,0.0001796574],"domain_scores_gemma":[0.9995549,0.000031768417,0.00007966764,0.00007804792,0.00017039242,0.00008525262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009364947,0.00014213387,0.00022192544,0.00018472131,0.000043871576,0.000051862597,0.00034493775,0.000041590967,0.0004480251],"category_scores_gemma":[0.00010779825,0.0001024173,0.000044441065,0.00015089763,0.00016977328,0.00022706756,0.00005613432,0.00017481891,0.000002535156],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034978765,0.0000314558,0.001030298,0.00005239912,0.00048141327,0.00015038272,0.011151552,0.6129887,0.034121413,0.2036019,0.0063264845,0.12971424],"study_design_scores_gemma":[0.0032419392,0.0011584917,0.023214847,0.00015239656,0.000067101726,0.00080976647,0.017006848,0.013364337,0.0626243,0.8197608,0.05708957,0.0015095967],"about_ca_topic_score_codex":0.000006429927,"about_ca_topic_score_gemma":0.000025252333,"teacher_disagreement_score":0.6161589,"about_ca_system_score_codex":0.0000993473,"about_ca_system_score_gemma":0.0000029182163,"threshold_uncertainty_score":0.49055606},"labels":[],"label_agreement":null},{"id":"W2028197297","doi":"10.1115/1.1852492","title":"Transformation of a Polynomial for a Contraction Wall Profile","year":2005,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Contraction (grammar); Mathematics; Polynomial; Transformation (genetics); Mathematical analysis; Medicine; Internal medicine; Chemistry","score_opus":0.004810297458539602,"score_gpt":0.2151476921210223,"score_spread":0.2103373946624827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028197297","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31312278,0.00040346562,0.68483865,0.00011639697,0.0005738044,0.00011718631,0.000009181355,0.000029986199,0.00078852184],"genre_scores_gemma":[0.9822502,0.000084085776,0.017318778,0.0000059156973,0.00032099782,0.000003923594,5.146707e-7,0.0000065971844,0.0000089741225],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994939,0.0000014239624,0.00028154068,0.00002820732,0.00008370819,0.00011123913],"domain_scores_gemma":[0.9998265,0.000035145964,0.000036254154,0.000026911956,0.000039992046,0.00003522571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014708193,0.000060200913,0.00014215356,0.000057032776,0.000017511595,0.000007121279,0.000058917994,0.000029992712,0.000019227387],"category_scores_gemma":[0.00001789721,0.000048101803,0.00006340347,0.000072870935,0.00001334924,0.00015739289,0.0000030348249,0.000059160215,7.946048e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008234626,0.000022720766,0.0000033790272,0.00020441694,0.000040393243,4.055289e-7,0.00046533326,0.4698,0.48710614,0.005948696,0.00035672524,0.035969432],"study_design_scores_gemma":[0.0015471127,0.00036608655,0.00022825006,0.00013473099,0.000053998163,0.000032908752,0.00022805172,0.49599424,0.43008474,0.0006145369,0.07044688,0.00026846505],"about_ca_topic_score_codex":2.2663838e-7,"about_ca_topic_score_gemma":1.3508104e-7,"teacher_disagreement_score":0.6691274,"about_ca_system_score_codex":0.0000288153,"about_ca_system_score_gemma":0.000003783994,"threshold_uncertainty_score":0.19615346},"labels":[],"label_agreement":null},{"id":"W2042985865","doi":"10.1007/s00454-008-9093-7","title":"Simple Polygons of Maximum Perimeter Contained in a Unit Disk","year":2008,"lang":"sv","type":"article","venue":"Discrete & Computational Geometry","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Group for Research in Decision Analysis","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Combinatorics; Isosceles triangle; Perimeter; Mathematics; Polygon (computer graphics); Simple (philosophy); Plane (geometry); Simple polygon; Regular polygon; Polygon covering; RADIUS; Rectilinear polygon; Geometry; Computer science","score_opus":0.012915805446300376,"score_gpt":0.258853232758665,"score_spread":0.24593742731236462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042985865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9483357,0.0010036245,0.04274375,0.00016492733,0.0004507636,0.00025790048,0.0003987686,0.00005485266,0.006589706],"genre_scores_gemma":[0.99613416,0.00018204922,0.003157023,0.000083933075,0.00013833083,0.000014245786,0.00011475343,0.000029818384,0.00014570006],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9977719,0.000049873266,0.00070649164,0.0004003929,0.00047941683,0.000591915],"domain_scores_gemma":[0.9990447,0.0003755925,0.00012165655,0.00020387436,0.00009038534,0.0001637987],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021332977,0.00033803366,0.0005888178,0.00034159052,0.00021383878,0.00002777846,0.00033017842,0.00012753133,0.00091176864],"category_scores_gemma":[0.00008830471,0.00030813718,0.00016783968,0.0015785872,0.00071626337,0.00014154587,0.00023101452,0.00025046425,0.00005842114],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003513862,0.0003655088,0.034341082,0.00041123846,0.00027207725,0.000114834,0.0017946503,0.75491965,0.0018818199,0.20012093,0.00024095326,0.005185859],"study_design_scores_gemma":[0.004338027,0.00081057893,0.47111744,0.00032861452,0.000107812906,0.000059780123,0.004334781,0.13689044,0.0015233129,0.37099788,0.007379547,0.002111787],"about_ca_topic_score_codex":0.00010492218,"about_ca_topic_score_gemma":0.0000073606825,"teacher_disagreement_score":0.61802924,"about_ca_system_score_codex":0.00006164983,"about_ca_system_score_gemma":0.00004530167,"threshold_uncertainty_score":0.99993706},"labels":[],"label_agreement":null},{"id":"W2063179864","doi":"10.1007/s10778-008-0077-3","title":"Experimental study of the influence of loading conditions on the stability of rotating cylindrical shells","year":2008,"lang":"en","type":"article","venue":"International Applied Mechanics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Axial symmetry; Rotation (mathematics); Mechanics; Stability (learning theory); Materials science; Rotational speed; Physics; Classical mechanics; Structural engineering; Engineering; Mathematics; Geometry; Computer science","score_opus":0.01508968892803077,"score_gpt":0.2493246104516114,"score_spread":0.2342349215235806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063179864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99540025,0.000004501415,0.0012090986,0.000016757222,0.0001647694,0.00020307773,0.000023441415,0.000009974123,0.0029681404],"genre_scores_gemma":[0.99974835,0.0000038676644,0.0001817684,0.000016738808,0.000016566672,0.000026248601,5.7429077e-7,0.0000040869554,0.000001821558],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992828,0.000009976536,0.00025349398,0.00008993789,0.00028574633,0.00007809418],"domain_scores_gemma":[0.9995814,0.00016028206,0.000077368626,0.00012428066,0.00004231848,0.000014342161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011772908,0.000068475376,0.00011619594,0.000017688,0.000078533696,0.0000023974999,0.000292433,0.000019688525,0.00009095355],"category_scores_gemma":[0.000033650937,0.00004014701,0.000034033303,0.00014501778,0.0001235964,0.00001867259,0.00010837047,0.00007922543,0.0000014741298],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027461025,0.0003423046,0.00013647463,0.000011056897,0.000040680978,2.6614651e-7,0.0015817799,0.076194316,0.34810945,0.5734476,0.000005956186,0.00010269404],"study_design_scores_gemma":[0.0003287638,0.00016141824,0.0015731797,0.000029817278,0.000008464971,0.0000012555614,0.0049698562,0.0065814266,0.9502515,0.035969924,0.000023590817,0.00010079794],"about_ca_topic_score_codex":0.0000036369543,"about_ca_topic_score_gemma":5.6571963e-7,"teacher_disagreement_score":0.60214204,"about_ca_system_score_codex":0.000019006522,"about_ca_system_score_gemma":0.0000044468547,"threshold_uncertainty_score":0.16371477},"labels":[],"label_agreement":null},{"id":"W2074099701","doi":"10.3138/hr12-q31m-3734-5222","title":"A Numerical Method for Generalizing the Linear Elements of Large-Scale Maps, Based on the Example of Rivers","year":2000,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Generalization; Line (geometry); Line segment; Point (geometry); Transformation (genetics); Scale (ratio); Computer science; Selection (genetic algorithm); Algorithm; Process (computing); Mathematics; Artificial intelligence; Geometry; Geography; Cartography; Mathematical analysis","score_opus":0.009475008655024732,"score_gpt":0.28263265318906644,"score_spread":0.27315764453404173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074099701","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06330391,0.00009381308,0.9327652,0.0017483119,0.0006515883,0.00058846106,0.00022522104,0.000024841533,0.0005986655],"genre_scores_gemma":[0.9920102,0.0006773603,0.005705737,0.0012650314,0.00015088904,0.00007717827,0.00009219552,0.000008877857,0.000012575766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990635,0.000033207893,0.00040171953,0.000060195365,0.00029755314,0.00014384273],"domain_scores_gemma":[0.99920404,0.00029156276,0.00014989171,0.000090322115,0.00023529863,0.000028876697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000991517,0.00009264316,0.00010932768,0.000120754856,0.0003658275,0.000053316693,0.00027494918,0.00003614825,0.00006512879],"category_scores_gemma":[0.00005058871,0.000046792877,0.0001359756,0.0003141497,0.00013533885,0.00012726802,0.000016251706,0.00007828281,4.0198395e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006165671,0.000095986776,0.0015664987,0.00013641742,0.00040120084,1.446435e-7,0.0027733473,0.38877994,0.00044345375,0.5137469,0.0026343805,0.08880517],"study_design_scores_gemma":[0.00080613885,0.00015090856,0.0004516696,0.00004418183,0.000043034273,0.000003817294,0.00076630653,0.7590415,0.0009730576,0.029688837,0.20791611,0.00011443956],"about_ca_topic_score_codex":0.000016322454,"about_ca_topic_score_gemma":0.0000029551004,"teacher_disagreement_score":0.9287062,"about_ca_system_score_codex":0.0000066972684,"about_ca_system_score_gemma":0.0000071832164,"threshold_uncertainty_score":0.2813686},"labels":[],"label_agreement":null},{"id":"W2112156617","doi":"10.1103/physreve.71.011908","title":"Nucleation and growth in one dimension. I. The generalized Kolmogorov-Johnson-Mehl-Avrami model","year":2005,"lang":"en","type":"article","venue":"Physical Review E","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dimension (graph theory); Nucleation; Thermodynamics; Mathematics; Statistical physics; Physics; Pure mathematics","score_opus":0.011987926634104177,"score_gpt":0.25395074664803324,"score_spread":0.24196282001392908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112156617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90432,0.05364566,0.014293144,0.0073383246,0.00017128032,0.0008508425,0.000012838618,0.00021025258,0.019157672],"genre_scores_gemma":[0.9508228,0.04718593,0.0011798339,0.0006373879,0.0001253924,0.000026181238,0.0000012047557,0.000007495776,0.000013800401],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999473,0.000013405944,0.00012855444,0.00012024886,0.000107259846,0.00015756667],"domain_scores_gemma":[0.99980783,0.000043210235,0.00001446891,0.000084542626,0.00001070205,0.0000392276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010916081,0.00009161444,0.00019732295,0.000009143636,0.000057008365,0.000012249841,0.000084351625,0.000012511065,0.000019650573],"category_scores_gemma":[0.000025344838,0.000054602075,0.000031402396,0.00016892725,0.0000861293,0.00006462637,0.000053627762,0.000080367,0.000025690531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009259748,0.00009585917,0.000013023517,0.00054012955,0.00001542844,5.386762e-7,0.00019757442,0.028216485,0.0068563167,0.8202665,0.00079644885,0.14299248],"study_design_scores_gemma":[0.0002862753,0.000025862602,0.00030219214,0.00042519564,0.000036104542,8.2229275e-7,0.000011261617,0.669458,0.0014434154,0.31642005,0.011302417,0.0002884529],"about_ca_topic_score_codex":0.0000027625922,"about_ca_topic_score_gemma":0.000001271856,"teacher_disagreement_score":0.6412415,"about_ca_system_score_codex":0.000015678435,"about_ca_system_score_gemma":0.0000014239821,"threshold_uncertainty_score":0.22266081},"labels":[],"label_agreement":null},{"id":"W21835406","doi":"10.1016/j.ijnurstu.2011.07.002","title":"A METHOD FOR ESTABLISHING CERTAIN TRIGONOMETRIC INEQUALITIES","year":2007,"lang":"en","type":"article","venue":"Journal of Inequalities in Pure & Applied Mathematics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Mathematics; Trigonometry; Direction cosine; Trigonometric functions; Set (abstract data type); Inequality; Pythagorean trigonometric identity; Algebra over a field; Pure mathematics; Mathematical analysis; Geometry; Computer science","score_opus":0.022827428077157423,"score_gpt":0.2943923285897465,"score_spread":0.2715649005125891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W21835406","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051391445,0.00046344538,0.9324961,0.000053095933,0.000547202,0.00026198078,0.000023726067,0.000047265105,0.014715775],"genre_scores_gemma":[0.53087246,0.00014388359,0.46826902,0.000081534745,0.00050072913,0.000023881346,0.000002531459,0.00003658345,0.00006939124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976083,0.000015388752,0.0013624226,0.00012935349,0.00036627593,0.0005182457],"domain_scores_gemma":[0.9970765,0.0022373016,0.00031486392,0.00015380741,0.00010393563,0.00011357593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004512456,0.00023834861,0.0007000471,0.0005200243,0.000081623904,0.00008333203,0.00039051348,0.00012717629,0.000045452492],"category_scores_gemma":[0.0004157985,0.0001832383,0.00013062127,0.0008316658,0.000098703,0.00016567319,0.0000674336,0.00028623248,0.0000017816519],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008835333,0.00008816193,0.000010410215,0.0008606978,0.00005447754,0.0000069418456,0.0048881886,0.008330218,0.0015583666,0.9573794,0.00028131958,0.026453441],"study_design_scores_gemma":[0.0011040824,0.0001536556,0.0000136871395,0.00017224258,0.00004296513,0.000026598296,0.034107693,0.0035715753,0.0069768433,0.94111097,0.012270004,0.00044965866],"about_ca_topic_score_codex":0.0000019840447,"about_ca_topic_score_gemma":0.000005071408,"teacher_disagreement_score":0.479481,"about_ca_system_score_codex":0.00013108319,"about_ca_system_score_gemma":0.000019976878,"threshold_uncertainty_score":0.7472241},"labels":[],"label_agreement":null},{"id":"W2210173454","doi":"10.1016/j.colsurfb.2015.12.005","title":"Nanocomposite scaffold with enhanced stability by hydrogen bonds between collagen, polyvinyl pyrrolidone and titanium dioxide","year":2015,"lang":"en","type":"article","venue":"Colloids and Surfaces B Biointerfaces","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centre for Blood Research, University of British Columbia; University of British Columbia; National Natural Science Foundation of China; National Science Foundation","keywords":"Nanocomposite; Hydrogen bond; Titanium dioxide; Chemical engineering; Scaffold; Materials science; Titanium; Polyvinyl acetate; Chemistry; Polyvinyl alcohol; Polymer chemistry; Composite material; Polymer; Organic chemistry; Molecule; Biomedical engineering","score_opus":0.009204069627042686,"score_gpt":0.20545451510135082,"score_spread":0.19625044547430814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2210173454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887597,0.0043357,0.002691855,0.00012401951,0.00009031326,0.00022446891,0.0001244838,0.00013303991,0.0035164366],"genre_scores_gemma":[0.9981324,0.00042994472,0.001125753,0.000021732769,0.000037855974,0.000013387115,0.0000061122896,0.000019619018,0.00021318115],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988113,0.000018630222,0.00023315275,0.00035438384,0.00020219323,0.00038033666],"domain_scores_gemma":[0.9994259,0.00006333666,0.00003903136,0.00015125121,0.00004170326,0.00027878577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023866617,0.00026476927,0.00039072687,0.0000310694,0.0001633306,0.00011559132,0.00014893022,0.000081389735,0.00002054528],"category_scores_gemma":[0.000008705195,0.00018919665,0.00002052036,0.00025761157,0.0005195702,0.00016538039,0.0001482105,0.00006452126,0.000005521742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023899777,0.000048360474,0.011324614,0.00016708288,0.00017720912,0.0000036026775,0.00095281855,0.0012157499,0.98172987,0.0006964602,0.0007635182,0.0026817475],"study_design_scores_gemma":[0.0010500442,0.0007473999,0.00078134413,0.000070438706,0.00005573893,0.00000567441,0.0019748164,0.0013465362,0.9831355,0.0024887775,0.0076572467,0.0006864475],"about_ca_topic_score_codex":0.000030751882,"about_ca_topic_score_gemma":0.000028873828,"teacher_disagreement_score":0.01054327,"about_ca_system_score_codex":0.00003485069,"about_ca_system_score_gemma":0.000010112367,"threshold_uncertainty_score":0.7715215},"labels":[],"label_agreement":null},{"id":"W2213543870","doi":"","title":"Instrumented modelling and preliminary conceptions in three-dimensional dynamic geometry with geogebra-3D","year":2012,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Geometry; Computer science; Calculus (dental); Engineering drawing; Mathematics; Engineering; Orthodontics","score_opus":0.02848266582304897,"score_gpt":0.25350880732298864,"score_spread":0.22502614149993966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2213543870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893782,0.0011151289,0.0008425729,0.0011300351,0.00056879444,0.00032392202,0.000011461712,0.00007745931,0.006552435],"genre_scores_gemma":[0.9961385,0.00059977773,0.0016407674,0.00017826755,0.00008150863,0.00008133504,0.000021642149,0.000023412369,0.0012347574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985007,0.000057479745,0.0003048327,0.00034572743,0.0003168245,0.0004744595],"domain_scores_gemma":[0.99942076,0.00008296921,0.00014544133,0.00012668944,0.00003443581,0.00018970703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026356458,0.00024536974,0.0002653281,0.00014369283,0.0002083112,0.00006008197,0.00008956775,0.000087472996,0.0001851809],"category_scores_gemma":[0.000007911546,0.00021753165,0.000014410227,0.0005453861,0.00019903883,0.00024065514,0.00006428541,0.00050200644,0.0000113467295],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064630015,0.0006049577,0.38296443,0.00056284823,0.000050652925,0.000006318692,0.0012265942,0.07830905,0.0003153368,0.44075766,0.00007844487,0.0944774],"study_design_scores_gemma":[0.0020126777,0.0011505478,0.8136934,0.001648875,0.000041157986,0.000018866904,0.0037680436,0.119754,0.00008300632,0.04810208,0.008186301,0.0015410275],"about_ca_topic_score_codex":0.00013218651,"about_ca_topic_score_gemma":0.00020740059,"teacher_disagreement_score":0.43072897,"about_ca_system_score_codex":0.00022058035,"about_ca_system_score_gemma":0.00005358989,"threshold_uncertainty_score":0.88706833},"labels":[],"label_agreement":null},{"id":"W2319605662","doi":"10.2514/6.2013-3089","title":"Eigenanalysis of Truncation and Discretization Error on Unstructured Meshes","year":2013,"lang":"en","type":"article","venue":"21st AIAA Computational Fluid Dynamics Conference","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polygon mesh; Truncation error; Computer science; Discretization; Discretization error; Truncation (statistics); Algorithm; Applied mathematics; Mathematics; Computer graphics (images); Mathematical analysis; Machine learning","score_opus":0.005080004297198858,"score_gpt":0.20188625182869058,"score_spread":0.19680624753149173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319605662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53604394,0.00003186237,0.45866534,0.00024558403,0.00014346118,0.00013271015,0.000040423838,0.000049733302,0.004646925],"genre_scores_gemma":[0.9936473,0.000049556184,0.0061277794,0.000030649062,0.000019056117,0.000011595438,0.0000839777,0.0000060739544,0.000024048262],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938524,0.000010785524,0.00019129562,0.0001399873,0.00016177079,0.00011091297],"domain_scores_gemma":[0.9996767,0.00007093157,0.0000348636,0.00006821511,0.0001047147,0.000044548462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004500624,0.00010497575,0.00014479096,0.00005620571,0.00007195432,0.000035395962,0.00008666184,0.00003624431,0.00013509217],"category_scores_gemma":[0.00001850787,0.00008461785,0.000023238748,0.00020165772,0.00016004223,0.00008244105,0.000028700892,0.00004361233,0.000008886462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003411654,0.0000066275147,0.0001580492,0.00002134376,0.000017442995,5.9266405e-8,0.00007853654,0.28831375,0.0008776883,0.69674075,0.00001091778,0.013771442],"study_design_scores_gemma":[0.000071991155,0.000021038135,0.006281199,0.000011626171,0.000007227494,4.2657058e-7,0.00015192926,0.7708982,0.00016475092,0.22229217,0.000013569633,0.00008584322],"about_ca_topic_score_codex":0.000009405527,"about_ca_topic_score_gemma":0.0000059836834,"teacher_disagreement_score":0.48258448,"about_ca_system_score_codex":0.00002356243,"about_ca_system_score_gemma":0.000007085836,"threshold_uncertainty_score":0.3450616},"labels":[],"label_agreement":null},{"id":"W2325931607","doi":"10.3183/npprj-2014-29-01-p046-057","title":"Surface modification of cellulose nanocrystals with cetyltrimethylammonium bromide","year":2014,"lang":"en","type":"article","venue":"Nordic Pulp & Paper Research Journal","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Bromide; Surface modification; Cellulose; Nanocrystal; Chemical engineering; Materials science; Chemistry; Polymer chemistry; Nanotechnology; Organic chemistry; Engineering","score_opus":0.023395819800898936,"score_gpt":0.3014725055171738,"score_spread":0.27807668571627486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325931607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94315827,0.00075337786,0.025984358,0.00025805866,0.00021022928,0.00015845709,0.0000074393542,0.000043841923,0.029425975],"genre_scores_gemma":[0.9962003,0.000519001,0.002778137,0.000010291687,0.00017512547,0.000004556842,0.0000015825302,0.000016203827,0.0002947551],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982825,0.00012386453,0.00027004356,0.00015524,0.0006651011,0.0005032637],"domain_scores_gemma":[0.99919313,0.00020751737,0.00004619157,0.00018667831,0.00017507368,0.00019141448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018505773,0.000117331074,0.00021615915,0.00008341367,0.00024079638,0.00004988664,0.00032482675,0.000055691955,0.00019354693],"category_scores_gemma":[0.00009214016,0.00007795681,0.00004580695,0.0004992992,0.00041559988,0.00014751511,0.00006617198,0.00044097783,0.000026808231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022615455,0.000088466375,0.0004938771,0.00015445182,0.00007912619,0.00001115705,0.0003534398,0.033760227,0.8816845,0.032679982,0.0011365953,0.049332045],"study_design_scores_gemma":[0.0024270876,0.0012891316,0.0031791597,0.0003506855,0.000043434495,0.00012802731,0.0017902384,0.008492567,0.58731854,0.24842678,0.14560392,0.0009504258],"about_ca_topic_score_codex":0.000013416308,"about_ca_topic_score_gemma":0.0000029402436,"teacher_disagreement_score":0.29436594,"about_ca_system_score_codex":0.00005014801,"about_ca_system_score_gemma":0.000024267185,"threshold_uncertainty_score":0.31789863},"labels":[],"label_agreement":null},{"id":"W2326994867","doi":"10.1142/9789812704832_0014","title":"TOWARD THE FLEXIBLE COMPOSITION AND DEPLOYMENT OF COUPLED MODELS","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Software deployment; Computer science; Composition (language); Distributed computing; Software engineering","score_opus":0.015417612895253034,"score_gpt":0.22023555746345486,"score_spread":0.20481794456820182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326994867","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3086519,0.0005596265,0.6065939,0.00015322854,0.00018216646,0.00012611771,0.0000024931394,0.00008575187,0.083644815],"genre_scores_gemma":[0.9980877,0.00018428084,0.0016653255,0.000028127668,0.000006178402,0.000004130626,1.9421083e-7,0.0000021438864,0.00002193385],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997747,0.0000032544147,0.00006084038,0.00004132153,0.000048657876,0.00007120186],"domain_scores_gemma":[0.99991524,0.000019109613,0.000005151606,0.000038353504,0.0000059781914,0.000016188342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059051796,0.000036281064,0.000054623288,0.0000057384727,0.0000341146,0.0000060323996,0.000030998614,0.00000992688,0.00005031788],"category_scores_gemma":[0.0000012176274,0.000019822546,0.000008651462,0.000056579425,0.00007894601,0.000021986632,0.000012367169,0.000017794255,0.0000012331902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025390307,0.000005566518,0.000005455507,0.000014752198,0.000006098157,9.1087664e-8,0.00010704366,0.046897527,0.006741649,0.94537807,0.000027043081,0.00081416167],"study_design_scores_gemma":[0.00026178668,0.000042985663,0.0000460663,0.000012472783,0.0000117485915,0.0000032053688,0.00090672215,0.1567397,0.090193406,0.7499652,0.0016658566,0.00015083171],"about_ca_topic_score_codex":0.0000017547771,"about_ca_topic_score_gemma":1.9299638e-7,"teacher_disagreement_score":0.6894358,"about_ca_system_score_codex":0.000003357233,"about_ca_system_score_gemma":6.427141e-7,"threshold_uncertainty_score":0.080834},"labels":[],"label_agreement":null},{"id":"W2404142946","doi":"","title":"Angle Of Contact Of Lens And Lunar Maps And Products Of Composition And Iterated Differentiation.","year":2013,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Iterated function; Mathematics; Composition (language); Lens (geology); Optics; Art; Mathematical analysis; Physics; Literature","score_opus":0.004189695741443468,"score_gpt":0.1842188958246857,"score_spread":0.18002920008324225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404142946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990146,0.00036064698,0.000034610846,0.000026903683,0.00012848985,0.00009153059,0.0000103306365,0.000007932296,0.0003249276],"genre_scores_gemma":[0.9996328,0.00019031846,0.00016062209,0.0000024246701,0.0000021760416,0.000002794127,0.0000032641979,0.0000027858273,0.0000028418447],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997009,0.0000064896212,0.00011787106,0.000066633984,0.000047192218,0.000060935217],"domain_scores_gemma":[0.99983466,0.000027700782,0.000032341584,0.000044030337,0.000043035452,0.000018248236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000034429962,0.000050944876,0.00013762878,0.000019826868,0.000021381315,0.0000059660047,0.000022650172,0.000020397625,0.000008655658],"category_scores_gemma":[0.000006876069,0.00004050951,0.0000054649213,0.000078028046,0.00011292314,0.000063476466,0.000029550341,0.000021481488,1.7860026e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000118046655,0.000037940466,0.0032477435,0.0003360562,0.000025486634,1.3087063e-7,0.00030677742,0.000017991999,0.48141992,0.5133777,0.000053296317,0.001165123],"study_design_scores_gemma":[0.001073673,0.0002971348,0.10810296,0.0001318381,0.00003118363,0.000002083766,0.00024802517,0.0014845831,0.31311023,0.5752423,0.00008025363,0.00019574723],"about_ca_topic_score_codex":0.000007355543,"about_ca_topic_score_gemma":1.2491991e-7,"teacher_disagreement_score":0.16830967,"about_ca_system_score_codex":0.000002341057,"about_ca_system_score_gemma":8.520143e-7,"threshold_uncertainty_score":0.16519298},"labels":[],"label_agreement":null},{"id":"W246203224","doi":"","title":"STUDY OF SUBMANIFOLDS IMMERSED IN A MANIFOLD WITH QUARTER SYMMETRIC SEMI-METRIC CONNECTION","year":2004,"lang":"en","type":"article","venue":"Tensor. New series","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metric connection; Connection (principal bundle); Mathematics; Quarter (Canadian coin); Metric (unit); Manifold (fluid mechanics); Mathematical analysis; Pure mathematics; Geometry; Topology (electrical circuits); Combinatorics; Fundamental theorem of Riemannian geometry; Engineering; Geography; Scalar curvature","score_opus":0.0066534251051936335,"score_gpt":0.20529558673593293,"score_spread":0.1986421616307393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W246203224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929297,0.00012795962,0.0012219163,0.000052553834,0.0001858863,0.00023325034,0.000002701858,0.00008992034,0.0051560868],"genre_scores_gemma":[0.9993475,0.00007038064,0.00039234027,0.000014177601,0.000054764012,0.000014590445,0.0000010206791,0.000013170358,0.000092062124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991365,0.0000090725325,0.00023352179,0.00018326305,0.00018141145,0.00025622084],"domain_scores_gemma":[0.9997127,0.00003261616,0.00003613043,0.0001369479,0.000024090421,0.00005748598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008611593,0.00015304946,0.00026505755,0.00025104513,0.0000528686,0.000018660294,0.00011033191,0.00004337369,0.0000441237],"category_scores_gemma":[0.000015463833,0.0001126595,0.000023514287,0.001776038,0.000057564077,0.00012957212,0.000027122393,0.00008641882,0.000009754365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016783633,0.0020832564,0.037096143,0.00063825987,0.0005279123,0.0003360161,0.018866593,0.4179556,0.0153460195,0.49202546,0.00047710398,0.012969273],"study_design_scores_gemma":[0.031291164,0.022750057,0.41511652,0.0006134978,0.00042068373,0.00025097321,0.27286002,0.0011873525,0.070708826,0.1747474,0.0053151525,0.004738317],"about_ca_topic_score_codex":0.00018159515,"about_ca_topic_score_gemma":0.00019153417,"teacher_disagreement_score":0.41676825,"about_ca_system_score_codex":0.000044202952,"about_ca_system_score_gemma":0.0000074039144,"threshold_uncertainty_score":0.4594121},"labels":[],"label_agreement":null},{"id":"W2462365668","doi":"10.5957/mt1.2005.42.3.71","title":"Newer Theory and More Robust Algorithms for Computer-Aided Design of Developable Surfaces","year":2005,"lang":"en","type":"article","venue":"Marine Technology and SNAME News","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Developable surface; Surface (topology); Ruled surface; Key (lock); Computer Aided Design; Constraint (computer-aided design); Space (punctuation); Algorithm; Engineering drawing; Geometry; Computer science; Mathematics; Engineering; Mechanical engineering","score_opus":0.010202719307805691,"score_gpt":0.22523227504492774,"score_spread":0.21502955573712204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2462365668","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21981885,0.0005010054,0.77796936,0.0005409303,0.00010889987,0.00020428408,0.000006200656,0.00016690239,0.0006835596],"genre_scores_gemma":[0.5961616,0.0005838948,0.402878,0.000065140695,0.00006452028,0.00002914264,0.000002356212,0.0000115354205,0.0002038268],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994808,0.000006921746,0.00014163676,0.0001477714,0.00003548324,0.00018743164],"domain_scores_gemma":[0.9997419,0.000106854066,0.000021342723,0.000083427796,0.000018397619,0.000028039536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017480525,0.00010699287,0.00019971302,0.000075880445,0.00008264686,0.000008901638,0.00009524903,0.00009468278,0.000029356646],"category_scores_gemma":[0.000021480433,0.000082241444,0.00001188124,0.0001833856,0.00036802707,0.000039593167,0.00014833368,0.000068545945,9.171341e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007016289,0.00002538543,0.0007416016,0.000083214865,0.00004671211,0.0000013946752,0.00010430111,0.045441292,0.0020417445,0.25541767,0.0002652127,0.6957613],"study_design_scores_gemma":[0.001375692,0.00040885186,0.0012195691,0.000039203915,0.000043365537,0.000028643008,0.00078291906,0.22694615,0.016903356,0.72017306,0.03147201,0.00060715585],"about_ca_topic_score_codex":0.000002181433,"about_ca_topic_score_gemma":0.000003120697,"teacher_disagreement_score":0.69515413,"about_ca_system_score_codex":0.0000060594266,"about_ca_system_score_gemma":0.0000026698406,"threshold_uncertainty_score":0.3353709},"labels":[],"label_agreement":null},{"id":"W2486471480","doi":"10.1142/9781860948862_0015","title":"POLARIZABILITIES OF FEW-BODY ATOMIC AND MOLECULAR SYSTEMS","year":2006,"lang":"en","type":"book-chapter","venue":"PUBLISHED BY IMPERIAL COLLEGE PRESS AND DISTRIBUTED BY WORLD SCIENTIFIC PUBLISHING CO. eBooks","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Materials science; Atomic physics; Computational chemistry; Chemistry","score_opus":0.004936128749787807,"score_gpt":0.19274588977828164,"score_spread":0.18780976102849384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486471480","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009108308,0.015113045,0.0029721607,0.00032805454,0.006268336,0.0015323715,0.062391095,0.0005070016,0.90177965],"genre_scores_gemma":[0.8608418,0.00007371099,0.000060390565,0.000031530813,0.00037312813,0.0000949464,0.0033826362,0.00010445144,0.13503738],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639237,0.00004974345,0.0009906043,0.0010071873,0.0008020364,0.000758084],"domain_scores_gemma":[0.9982578,0.00021333189,0.00031321857,0.00055352604,0.00028504763,0.0003770697],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00100274,0.000675724,0.0010637301,0.0002897896,0.00059301016,0.00546328,0.0007611719,0.00041016345,0.000113807844],"category_scores_gemma":[0.00014874942,0.0005854557,0.00011924155,0.00019953247,0.0024162987,0.0009776436,0.0005046708,0.00052615604,9.194188e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042896165,0.00001750542,0.0000056859176,0.0004139312,0.00009100374,0.0000036455494,0.00005483961,0.00005195406,0.0074136113,0.47777393,0.5138786,0.00025241802],"study_design_scores_gemma":[0.00072587427,0.000056201487,0.0000022939084,0.00018414007,0.00007795915,0.0000048493134,0.00011429853,0.00092438556,0.0018174701,0.068031244,0.9272419,0.000819377],"about_ca_topic_score_codex":0.00018343306,"about_ca_topic_score_gemma":0.000015977164,"teacher_disagreement_score":0.8517335,"about_ca_system_score_codex":0.00010801482,"about_ca_system_score_gemma":0.000051112947,"threshold_uncertainty_score":0.99965966},"labels":[],"label_agreement":null},{"id":"W2490386651","doi":"10.1007/3-540-36126-x","title":"Formal Methods in Computer-Aided Design","year":2002,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Formal methods; Computer-aided; Software engineering; Programming language; Engineering drawing","score_opus":0.01666920292333705,"score_gpt":0.2723321563235442,"score_spread":0.2556629534002071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2490386651","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000626337,0.00051350443,0.9929381,0.00004028078,0.0022409384,0.00027633348,0.000003772749,0.0001311871,0.0037932515],"genre_scores_gemma":[0.016413296,0.00017006896,0.98229045,0.0002605392,0.000692234,0.000017809854,0.0000024449494,0.000029566594,0.00012362252],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975396,0.00004967063,0.00045067992,0.0006683818,0.00039128753,0.00090040086],"domain_scores_gemma":[0.9987981,0.0006066718,0.0000617543,0.00037835495,0.00003489669,0.000120225806],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011128127,0.00041360207,0.0005602464,0.00039491625,0.00015471633,0.00014537932,0.0010527915,0.00024137388,0.00007085224],"category_scores_gemma":[0.00003798371,0.00034034235,0.000070628805,0.0010852398,0.0008059112,0.0002238008,0.0005299769,0.0006097986,0.000025241328],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002779594,0.000008241527,0.000001967934,0.00003488499,0.0000027974895,0.000013528424,0.00014868667,0.51372206,0.000088612236,0.0007427405,0.00003981631,0.48519388],"study_design_scores_gemma":[0.00016840562,0.00008976291,0.000021240086,0.00016288554,0.000003444673,0.000009852261,2.9269438e-7,0.79601216,0.0012347889,0.20042904,0.0014205088,0.00044759215],"about_ca_topic_score_codex":0.0000028729617,"about_ca_topic_score_gemma":0.000005489994,"teacher_disagreement_score":0.48474628,"about_ca_system_score_codex":0.00029210272,"about_ca_system_score_gemma":0.000055297187,"threshold_uncertainty_score":0.9999049},"labels":[],"label_agreement":null},{"id":"W2498464659","doi":"10.1017/cbo9780511791260.005","title":"Elements Integral over a Domain","year":2003,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Domain (mathematical analysis); Mathematics; Mathematical analysis","score_opus":0.007989305939253316,"score_gpt":0.18423053410294082,"score_spread":0.1762412281636875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498464659","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030626374,0.00010177457,0.0028501784,0.0000034067525,0.00049758714,0.0001548416,0.00015677116,0.00013251195,0.9957967],"genre_scores_gemma":[0.0015070734,0.00021357257,0.00060849375,0.00006193597,0.000102081045,7.8258574e-7,0.000013948323,0.000032281085,0.9974598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914014,0.0000069241014,0.00014086117,0.00025601656,0.00016711843,0.00028892458],"domain_scores_gemma":[0.99959475,0.000017562283,0.000043189902,0.00020781218,0.000022564102,0.00011413461],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000056578254,0.00027871327,0.00027363494,0.00006099903,0.00012457928,0.000023966775,0.00026929626,0.00017206921,0.0000444148],"category_scores_gemma":[0.0000018094586,0.0002735462,0.000110737514,0.0000098211585,0.00026715267,0.000033925688,0.00016138708,0.00025401407,0.000016236658],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014135501,0.000002169329,3.8499525e-7,0.00003846508,0.00006120918,0.00003930384,0.000010330489,0.000017136985,0.000058741327,0.9814464,0.017099302,0.0012124256],"study_design_scores_gemma":[0.00023424812,0.000020372898,0.0000010724378,0.00004379635,0.000029817564,0.0000020087018,0.000031035066,0.000040726267,0.00013546062,0.001705246,0.99741954,0.0003366996],"about_ca_topic_score_codex":0.0000035412877,"about_ca_topic_score_gemma":3.7669992e-7,"teacher_disagreement_score":0.9803202,"about_ca_system_score_codex":0.000112079404,"about_ca_system_score_gemma":0.0000055077967,"threshold_uncertainty_score":0.9999717},"labels":[],"label_agreement":null},{"id":"W2501878982","doi":"10.1090/cbms/096/04","title":"Transformations of surfaces","year":2002,"lang":"en","type":"book-chapter","venue":"Regional conference series in mathematics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Geology; Materials science","score_opus":0.028493439302773496,"score_gpt":0.2256178161213755,"score_spread":0.197124376818602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501878982","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031686865,0.0004141777,0.0033691078,0.0000924157,0.0001361018,0.00015040002,0.00006541765,0.000057641766,0.99539787],"genre_scores_gemma":[0.5371341,0.058975466,0.033946853,0.00005600395,0.00027874432,0.00006961673,0.00009306504,0.00018393279,0.3692622],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990993,0.000002418262,0.00040967722,0.00010765934,0.00021949066,0.0001614539],"domain_scores_gemma":[0.99963087,0.00006714704,0.000070522234,0.00014817112,0.000047221103,0.000036059275],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007338251,0.00020786504,0.00040797016,0.0000723924,0.00003544726,0.0000139713875,0.00020625963,0.00014409845,0.0010146743],"category_scores_gemma":[0.0000069098187,0.00017596345,0.000064810265,0.000053804764,0.0004327994,0.000082534476,0.000030338644,0.00016681635,0.000031586784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002196488,0.000008203691,2.185408e-7,0.00040837098,0.000016594133,0.000001314227,0.0004339974,0.0010309576,0.00003811364,0.996784,0.00017874123,0.0010973165],"study_design_scores_gemma":[0.00006246777,0.00002830629,0.0000017231635,0.00039578922,0.00001254139,0.0000055648716,0.00021287115,0.0023953202,0.00017021233,0.9565679,0.039912913,0.0002344312],"about_ca_topic_score_codex":4.127295e-7,"about_ca_topic_score_gemma":0.000004985653,"teacher_disagreement_score":0.62613565,"about_ca_system_score_codex":0.000021897398,"about_ca_system_score_gemma":0.00000887299,"threshold_uncertainty_score":0.99989855},"labels":[],"label_agreement":null},{"id":"W2502674919","doi":"10.1017/cbo9780511808241.015","title":"Definition of Optimization Problems","year":2008,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science","score_opus":0.015578903630792246,"score_gpt":0.16808707856736907,"score_spread":0.1525081749365768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2502674919","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000038289047,0.00013665658,0.022766035,0.000001100473,0.00015363217,0.00011863907,0.00008402952,0.000089768604,0.97661185],"genre_scores_gemma":[0.010552819,0.006487493,0.0074901106,0.000013254615,0.0001518634,0.0000013918658,0.000084591586,0.00005541526,0.97516304],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951226,0.000003205374,0.00011484891,0.00013800386,0.00011213642,0.0001195331],"domain_scores_gemma":[0.999722,0.000017049422,0.000053827247,0.00011946809,0.000042931948,0.000044706627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000021722177,0.00014582489,0.00020080738,0.000053256415,0.00007474731,0.0000048859774,0.00013691936,0.00012976969,0.000008325814],"category_scores_gemma":[0.0000016428414,0.00015268278,0.0000630834,0.000008706431,0.00025966586,0.000029318708,0.00007888548,0.000106727166,0.0000027601372],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009246687,0.000002153218,7.0725214e-8,0.00010151728,0.000027513426,0.000007602282,0.000016127498,0.0125097195,0.000042331656,0.9852471,0.0016339322,0.00040270953],"study_design_scores_gemma":[0.0003927575,0.00007171201,0.0000013345975,0.0002141661,0.00008117966,0.000008115652,0.000027934,0.0032491852,0.0006507998,0.0012470287,0.9934731,0.0005826956],"about_ca_topic_score_codex":0.0000030024662,"about_ca_topic_score_gemma":7.583664e-8,"teacher_disagreement_score":0.9918392,"about_ca_system_score_codex":0.00003622859,"about_ca_system_score_gemma":0.0000055844366,"threshold_uncertainty_score":0.6226223},"labels":[],"label_agreement":null},{"id":"W2526498078","doi":"10.1016/j.cjca.2016.07.177","title":"PEPTIDE-BASED SURFACE MODIFICATION STRATEGIES TO IMPROVE THE RE-ENDOTHELIALIZATION OF VASCULAR SUBSTITUTES","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Progenitor cell; Adhesion; Integrin; Endothelial stem cell; Cell adhesion; Intimal hyperplasia; Stent; Endothelial progenitor cell; Cell biology; Internal medicine; Stem cell; In vitro; Biochemistry; Materials science","score_opus":0.009138641168236147,"score_gpt":0.21777955955159278,"score_spread":0.20864091838335663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526498078","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2216342,0.00035228764,0.7716914,0.0008882957,0.000975739,0.0000965392,0.00004807745,0.000007799201,0.0043056626],"genre_scores_gemma":[0.99936384,0.000056232268,0.00036557062,0.000017276985,0.00018207097,0.0000014719843,4.5959388e-7,0.0000042099323,0.00000888745],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99955064,0.000024782985,0.00016990172,0.000052174448,0.000059844435,0.00014268002],"domain_scores_gemma":[0.99961346,0.00006540493,0.00004116398,0.00009435038,0.00008803124,0.0000975595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024250624,0.000055465418,0.00015077037,0.00004046785,0.000051453477,0.000011377838,0.0001533096,0.000032725293,0.000012520955],"category_scores_gemma":[0.00006143768,0.000029075794,0.0000534505,0.00010651943,0.0002604372,0.00004825004,0.000004282077,0.00003522874,0.0000030346375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011611189,4.4581142e-7,0.00027387805,0.0000134386255,0.00004714022,0.0000024384592,0.000095360265,0.8803357,0.040602244,0.074201696,0.00059365557,0.0038223807],"study_design_scores_gemma":[0.0022354021,0.000920794,0.009629932,0.00029544032,0.00022435868,0.000033563734,0.004953104,0.0021719735,0.14082645,0.26945195,0.5682582,0.0009988407],"about_ca_topic_score_codex":0.00006472029,"about_ca_topic_score_gemma":0.00013155793,"teacher_disagreement_score":0.87816375,"about_ca_system_score_codex":0.000035312783,"about_ca_system_score_gemma":0.00007523524,"threshold_uncertainty_score":0.11856765},"labels":[],"label_agreement":null},{"id":"W2527333733","doi":"10.11159/htff16.1","title":"Investigation of Transfer Characteristics of Complex Surfaces by using Periodic Models","year":2016,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.012530149256976708,"score_gpt":0.19718066944162277,"score_spread":0.18465052018464606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527333733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99916375,0.000010731791,0.0000984914,0.000046544912,0.00034053816,0.00010560544,0.00012675147,0.000035714405,0.00007189531],"genre_scores_gemma":[0.99888873,0.00013431763,0.00089586887,0.0000066928246,0.000041209707,0.000006047701,0.000001319012,0.000016803375,0.0000090230515],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991482,0.0000021915964,0.00036221847,0.00014707308,0.00016152719,0.0001787955],"domain_scores_gemma":[0.9997035,0.00004428949,0.00006946595,0.00006701415,0.000057195008,0.000058498168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000891874,0.0001584009,0.00034590848,0.00004032555,0.000030546667,0.000016196693,0.00020719109,0.00005598302,0.000024477242],"category_scores_gemma":[0.000022569337,0.000098528355,0.000046455913,0.00015275938,0.00024610516,0.000090827474,0.00008007928,0.000053325013,9.5629716e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037632624,0.000005656045,0.000007742176,0.00035496568,0.000017530714,2.6686859e-8,0.00001225571,0.0002028113,0.9844777,0.01458808,0.0000246991,0.00027089543],"study_design_scores_gemma":[0.0001923267,0.000024507948,0.000006526588,0.00036159393,0.000020555806,5.832006e-7,0.000021422069,0.0075565577,0.9887221,0.0028519905,0.00011056166,0.0001312703],"about_ca_topic_score_codex":0.0000018951959,"about_ca_topic_score_gemma":7.609731e-8,"teacher_disagreement_score":0.01173609,"about_ca_system_score_codex":0.0000147259725,"about_ca_system_score_gemma":0.0000028924972,"threshold_uncertainty_score":0.40178698},"labels":[],"label_agreement":null},{"id":"W2594577662","doi":"10.1307/mmj/1049832898","title":"Rectification of circles and quaternoins","year":2003,"lang":"fr","type":"article","venue":"The Michigan Mathematical Journal","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics; Line bundle; Pure mathematics; Simple (philosophy); Jordan curve theorem; Tangent bundle; Geodesic; Normal bundle; Bundle; Tautological line bundle; Dimension (graph theory); Euclidean geometry; Mathematical analysis; Geometry; Tangent space; Frame bundle; Vector bundle","score_opus":0.009500791835692812,"score_gpt":0.22952344042203537,"score_spread":0.22002264858634257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594577662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7850129,0.007613274,0.1812611,0.0030821753,0.0012108088,0.00014932205,0.000009120482,0.000020147218,0.021641113],"genre_scores_gemma":[0.98293364,0.001960128,0.014259281,0.00003203682,0.00017540305,0.0000022352735,1.4704209e-7,0.000013946098,0.0006231865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990122,0.0000867693,0.00037775873,0.000095374926,0.00016813874,0.00025976452],"domain_scores_gemma":[0.9993857,0.00025111716,0.00009163384,0.00013168172,0.000033547873,0.000106284475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085822376,0.00012605866,0.00023046197,0.0000263488,0.00021138816,0.000062057545,0.00015710208,0.000059367656,0.0005022934],"category_scores_gemma":[0.0001665428,0.00007757243,0.000058082125,0.00015349517,0.0006705398,0.00006211063,0.0000357936,0.00024263082,0.000048319554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056767453,0.000044544853,0.000011050533,0.00017677851,0.00004090165,0.0000019223016,0.0016961871,0.00030762606,0.00904387,0.97541666,0.000055443877,0.013199357],"study_design_scores_gemma":[0.00013541653,0.00004964568,0.00009124328,0.00016738006,0.00005332433,0.00028062824,0.0016592692,0.00059200486,0.0108161615,0.98217416,0.0038662516,0.00011452064],"about_ca_topic_score_codex":0.0000013361766,"about_ca_topic_score_gemma":0.0000012175693,"teacher_disagreement_score":0.19792071,"about_ca_system_score_codex":0.000012510246,"about_ca_system_score_gemma":0.000009776318,"threshold_uncertainty_score":0.54997605},"labels":[],"label_agreement":null},{"id":"W2603735082","doi":"","title":"Simple Polygons of Maximum Perimeter Contained in a Unit Disk","year":2007,"lang":"de","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Group for Research in Decision Analysis","funders":"","keywords":"Isosceles triangle; Combinatorics; Perimeter; Polygon (computer graphics); Mathematics; Simple (philosophy); Simple polygon; Plane (geometry); Regular polygon; Polygon covering; Star-shaped polygon; Rectilinear polygon; RADIUS; Line (geometry); Line segment; Geometry; Computer science; Convex set","score_opus":0.007523576376802464,"score_gpt":0.238436202818921,"score_spread":0.23091262644211855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603735082","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44734272,0.00633453,0.5396679,0.00063972035,0.000663741,0.00081448327,0.00021676127,0.00030230597,0.004017831],"genre_scores_gemma":[0.9818783,0.0010239431,0.01613959,0.00032407217,0.00028518477,0.000070437505,0.000023891693,0.00006926759,0.0001853378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965262,0.000065731525,0.0010464302,0.0004940574,0.00039813548,0.0014694866],"domain_scores_gemma":[0.9984002,0.00030828195,0.00019561895,0.000628312,0.000076540724,0.00039105958],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012816138,0.0005143039,0.0007869186,0.0005212837,0.00018896136,0.000078809746,0.00061948213,0.00038642818,0.00027111825],"category_scores_gemma":[0.00019383505,0.00048422156,0.00021855214,0.0014561797,0.00049786625,0.00017051972,0.0003899611,0.00053006585,0.00003192563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00156755,0.0012013018,0.07882365,0.00072118995,0.0004295021,0.00042194713,0.0021390677,0.03309621,0.10381086,0.6907795,0.0006166004,0.0863926],"study_design_scores_gemma":[0.005924958,0.0019616548,0.1982686,0.00087572983,0.00042962635,0.00006120156,0.0072252057,0.13251494,0.20128958,0.37693053,0.06981106,0.00470691],"about_ca_topic_score_codex":0.0039066803,"about_ca_topic_score_gemma":0.001795117,"teacher_disagreement_score":0.5345355,"about_ca_system_score_codex":0.00030703598,"about_ca_system_score_gemma":0.000059060745,"threshold_uncertainty_score":0.9997609},"labels":[],"label_agreement":null},{"id":"W2608042415","doi":"10.1090/amsip/038/12","title":"The real regulator for a product of 𝐾3 surfaces","year":2006,"lang":"en","type":"book-chapter","venue":"AMS/IP studies in advanced mathematics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Queen's University","funders":"","keywords":"Regulator; Product (mathematics); Computer science; Chemistry; Mathematics; Geometry; Biochemistry","score_opus":0.02206426173626085,"score_gpt":0.2842159952684123,"score_spread":0.26215173353215143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608042415","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006743779,0.05272586,0.0097068725,0.00028593768,0.0052360073,0.004355231,0.00045434057,0.0005012756,0.9199907],"genre_scores_gemma":[0.13937433,0.20651639,0.18529338,0.00005866907,0.0020207518,0.0014035422,0.00006632118,0.00071433233,0.46455228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982648,0.000004576172,0.0007535813,0.00030139324,0.0002670948,0.000408559],"domain_scores_gemma":[0.99842256,0.000768914,0.00023261248,0.00041873314,0.00012570301,0.000031488304],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034846354,0.00039906608,0.0008520283,0.000052300642,0.00019565996,0.000012865017,0.0003399946,0.00010178136,0.0000066157163],"category_scores_gemma":[0.00014206287,0.00025920355,0.0001302982,0.000094002,0.0010099912,0.00004440993,0.00018394053,0.00016837753,0.0000042331512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003157723,0.000026870219,0.0000015931873,0.002133473,0.00020662448,0.0000024401272,0.00050735765,0.018061697,0.0002839214,0.9643144,0.0019426489,0.012487381],"study_design_scores_gemma":[0.00028060886,0.00008204834,0.0000036574243,0.0006424906,0.0000602978,0.0000013773616,0.0008795012,0.0009639536,0.00093374366,0.9325764,0.06313433,0.00044156628],"about_ca_topic_score_codex":0.0000010109115,"about_ca_topic_score_gemma":0.000026205218,"teacher_disagreement_score":0.4554384,"about_ca_system_score_codex":0.000091360096,"about_ca_system_score_gemma":0.000009397562,"threshold_uncertainty_score":0.999986},"labels":[],"label_agreement":null},{"id":"W2624152430","doi":"10.1111/1755-6724.13217","title":"Introduction of Simulating the Motion of Rigid Ellipsoidal Objects in Ductile Shear Zone Based on the Jeffery's Theory","year":2017,"lang":"en","type":"article","venue":"Acta Geologica Sinica - English Edition","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Citation; Geology; Shear zone; Tectonics; Library science; Archaeology; Geography; History; Seismology; Computer science","score_opus":0.009029937603152316,"score_gpt":0.22406274872598872,"score_spread":0.2150328111228364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624152430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792348,0.000026648893,0.0043935734,0.0014735144,0.0023120707,0.0003264633,0.000018568684,0.000073119285,0.012141237],"genre_scores_gemma":[0.99842095,0.000043618453,0.00015976222,0.00003116027,0.0012965917,0.000020392648,0.00000865165,0.0000064484498,0.0000124318685],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99907905,0.00009825353,0.0002750204,0.00018056354,0.00017799233,0.00018911727],"domain_scores_gemma":[0.9985272,0.0008103992,0.00015760731,0.00041589982,0.00006900283,0.000019883728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000983403,0.00011721778,0.00019307925,0.00003485024,0.00029002875,0.000026039643,0.00030898067,0.000086446424,0.00026580744],"category_scores_gemma":[0.0017560682,0.00006402182,0.00005568315,0.00013632569,0.0006509248,0.00012751679,0.000070901995,0.00021180601,0.0000025997097],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004320543,0.0003405063,0.0006395061,0.00014548443,0.000049084247,0.0000021310213,0.0014896586,0.82758063,0.014518713,0.13523646,0.0022395712,0.017326176],"study_design_scores_gemma":[0.0031134337,0.0021469467,0.078507066,0.0004703344,0.00015833283,0.0000034715129,0.010302873,0.2941811,0.12122253,0.47024637,0.018258,0.0013895178],"about_ca_topic_score_codex":0.000005502509,"about_ca_topic_score_gemma":0.0000024566086,"teacher_disagreement_score":0.5333996,"about_ca_system_score_codex":0.000019710067,"about_ca_system_score_gemma":0.0000042337524,"threshold_uncertainty_score":0.2910405},"labels":[],"label_agreement":null},{"id":"W2634336633","doi":"10.1615/heatpipescietech.v5.i1-4.240","title":"INVESTIGATION OF THERMOSYPHON PERFORMANCE WITH CHANGING ADIABATIC SECTION GEOMETRY","year":2014,"lang":"en","type":"article","venue":"Heat Pipe Science and Technology An International Journal","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; McMaster University; Trinity College","funders":"","keywords":"Thermosiphon; Adiabatic process; Condenser (optics); Heat transfer; Mechanics; Evaporator; Work (physics); Materials science; Heat pipe; Thermal; Range (aeronautics); Thermodynamics; Mechanical engineering; Heat exchanger; Engineering; Physics; Optics; Composite material","score_opus":0.004201490549334655,"score_gpt":0.20573625452979163,"score_spread":0.20153476398045697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2634336633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894645,0.000024578103,0.0087619815,0.00017685803,0.00045980967,0.000025255777,6.227754e-7,0.000041897492,0.0010444954],"genre_scores_gemma":[0.99867576,0.00014639761,0.0010124443,0.00003506283,0.000119207325,0.0000024979593,3.6988143e-7,0.0000031239827,0.000005114092],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937886,0.0000045249894,0.00010702613,0.00009986402,0.00025058456,0.00015916211],"domain_scores_gemma":[0.9996881,0.000011839614,0.00002576764,0.000058081052,0.00016734166,0.00004888178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044648896,0.00005860035,0.000072002826,0.00043558527,0.00022078835,0.000038026283,0.00022716763,0.00003653729,0.000016377538],"category_scores_gemma":[0.000032708303,0.000041199033,0.0000059163904,0.000734735,0.0008091943,0.00036365655,0.000039265204,0.000121136865,0.0000011094801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058198337,0.000027853619,0.051388342,0.000057070785,0.000052596355,0.0000048242377,0.0010173195,0.00600095,0.47968245,0.11628685,0.000013529317,0.34541002],"study_design_scores_gemma":[0.0011432859,0.0016103528,0.043816954,0.00038918672,0.000029689163,0.00090976415,0.002737054,0.182563,0.6541018,0.1098575,0.0021885172,0.0006528819],"about_ca_topic_score_codex":7.64781e-7,"about_ca_topic_score_gemma":7.593131e-7,"teacher_disagreement_score":0.34475714,"about_ca_system_score_codex":0.000029864084,"about_ca_system_score_gemma":0.000014239576,"threshold_uncertainty_score":0.29815102},"labels":[],"label_agreement":null},{"id":"W2756448526","doi":"10.5539/jmr.v9n5p71","title":"Angular Vectors in the Theory of Vectors","year":2017,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Angular velocity; Product (mathematics); Vector (molecular biology); Cross product; Torque; Vector space; Direction vector; Vector field; Mathematical analysis; Geometry; Classical mechanics; Physics","score_opus":0.06745598388296206,"score_gpt":0.3755279969261066,"score_spread":0.3080720130431446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756448526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810249,0.00030940498,0.0023381216,0.00014145636,0.00020763127,0.000075145,0.0000017261484,0.0000029461776,0.01589866],"genre_scores_gemma":[0.9985423,0.00022453963,0.0011075629,0.0000026337223,0.00009101592,0.0000015850516,3.5343135e-8,0.0000051326037,0.00002519053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989725,0.000052968124,0.00026246067,0.000038339454,0.00048810325,0.00018562913],"domain_scores_gemma":[0.9990832,0.0004933847,0.00008572333,0.0002279845,0.000077739795,0.000031975225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004122398,0.000052394113,0.00017180381,0.000091814334,0.0001417026,0.000051573752,0.00073639135,0.000029675328,0.00005800286],"category_scores_gemma":[0.00059563015,0.000027372253,0.000048596903,0.00012750884,0.00039307866,0.000065682296,0.00008069419,0.00026557138,0.000004190373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005616539,0.00032664405,0.0009279804,0.000689115,0.00009593293,0.000080371654,0.009250827,0.0025318349,0.01734124,0.95104784,0.00090225524,0.01674978],"study_design_scores_gemma":[0.00023708421,0.0001464699,0.0028998144,0.00018358175,0.000007631345,0.00001631108,0.007770962,0.0007800866,0.007766686,0.97877216,0.0013372552,0.000081928076],"about_ca_topic_score_codex":0.0000015000754,"about_ca_topic_score_gemma":0.000001386107,"teacher_disagreement_score":0.027724337,"about_ca_system_score_codex":0.00001722595,"about_ca_system_score_gemma":0.000008825596,"threshold_uncertainty_score":0.14483148},"labels":[],"label_agreement":null},{"id":"W2767327808","doi":"","title":"Diagonal transformations in pentangulations on the sphere.","year":2017,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Diagonal; Mathematics; Pure mathematics; Combinatorics; Geometry","score_opus":0.009967740773574157,"score_gpt":0.2368325361961421,"score_spread":0.22686479542256796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767327808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87627655,0.000026486687,0.00013603213,0.0008204173,0.0010277318,0.00009483176,0.0000063235134,0.00003311097,0.12157852],"genre_scores_gemma":[0.999834,0.000036890124,0.000030546926,0.000031378026,0.000008074326,0.000019736599,9.0067374e-7,0.0000035191113,0.000034930075],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996698,0.0000045703896,0.00007789893,0.000052911455,0.000075085234,0.000119773205],"domain_scores_gemma":[0.9997544,0.000050457817,0.0000110937735,0.00015741783,0.0000053830045,0.000021246618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007915019,0.000052832816,0.000055867255,0.000010203021,0.00035717373,0.0000500376,0.0001991604,0.000018132836,0.00017563258],"category_scores_gemma":[0.000022223127,0.000034306635,0.000018870744,0.000052755502,0.00010316065,0.000070462534,0.000020828587,0.00007112358,0.000047625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014575853,0.000009772729,0.0002469026,0.0000021109106,0.0000024681717,4.838595e-7,0.00008227832,0.0009249426,0.000050045677,0.996585,0.00017836886,0.0019161834],"study_design_scores_gemma":[0.0001393919,0.000010741716,0.015226145,0.000009685839,0.0000015112957,1.897691e-7,0.0001042446,0.0015138182,0.00042596916,0.9794205,0.0030821615,0.00006566947],"about_ca_topic_score_codex":0.0000038227467,"about_ca_topic_score_gemma":0.000009077958,"teacher_disagreement_score":0.123557486,"about_ca_system_score_codex":0.000014661466,"about_ca_system_score_gemma":0.0000018513492,"threshold_uncertainty_score":0.27471277},"labels":[],"label_agreement":null},{"id":"W2886181208","doi":"10.5075/epfl-icss12-2018-2","title":"Sandwich structures with synthetic and natural fiber composite skins under flexural and axial loading","year":2018,"lang":"en","type":"article","venue":"Infoscience (Ecole Polytechnique Fédérale de Lausanne)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flexural strength; Composite number; Synthetic fiber; Composite material; Materials science; Natural fiber; Fiber; Natural (archaeology); Structural engineering; Engineering; Geology","score_opus":0.004184175068318427,"score_gpt":0.2213112923643447,"score_spread":0.2171271172960263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886181208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723391,0.0002714529,0.01650696,0.00014272555,0.00025723063,0.00023245743,0.000014625624,0.00029133412,0.009944098],"genre_scores_gemma":[0.9879294,0.000052875337,0.011454968,0.00029768044,0.00013337529,0.000020041438,0.0000010073214,0.000013698493,0.00009695264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887747,0.000014165918,0.00015896349,0.0002870406,0.00017013466,0.00049224263],"domain_scores_gemma":[0.9995839,0.000059861068,0.00003239867,0.00014813336,0.000030559197,0.00014517555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001504848,0.00020226474,0.0001946921,0.00006809477,0.00041182764,0.00014760338,0.00020731655,0.00008005606,0.00006682959],"category_scores_gemma":[0.000011531971,0.00015039754,0.000019341944,0.000291056,0.0017090307,0.00022967256,0.00014774302,0.0001721094,0.0000056485496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002762569,0.000056898552,0.0027126565,0.00025130378,0.000078991936,0.000035802765,0.0018856848,0.0035400349,0.2798332,0.65165806,0.00039871116,0.059272368],"study_design_scores_gemma":[0.0015234422,0.0014392674,0.025265586,0.000583776,0.000095554686,0.0006532581,0.0011767858,0.0403332,0.6248576,0.28450367,0.016748594,0.0028192282],"about_ca_topic_score_codex":0.00004426856,"about_ca_topic_score_gemma":0.000054819648,"teacher_disagreement_score":0.36715442,"about_ca_system_score_codex":0.00003584121,"about_ca_system_score_gemma":0.0000099376875,"threshold_uncertainty_score":0.62969947},"labels":[],"label_agreement":null},{"id":"W2921467037","doi":"10.9734/jamcs/2019/v31i130099","title":"On Insolvability of the 4-th Hilbert Problem for Hyperbolic Geometries","year":2019,"lang":"en","type":"article","venue":"Journal of Advances in Mathematics and Computer Science","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Wood Council","funders":"","keywords":"Fibonacci number; Foundations of geometry; Mathematics; Non-Euclidean geometry; Minkowski space; Euclidean geometry; Hyperbolic geometry; Geometry; Convex geometry; Absolute geometry; Section (typography); Number theory; Golden ratio; Pure mathematics; Projective geometry; Algebra over a field; Algebraic geometry; Combinatorics; Regular polygon","score_opus":0.0038285787742171166,"score_gpt":0.22221423073243624,"score_spread":0.21838565195821913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921467037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9106405,0.00043845407,0.08690491,0.000050680777,0.00062775036,0.00016457624,0.000001999412,0.0000041503513,0.0011669749],"genre_scores_gemma":[0.94993263,0.0002555433,0.049751583,0.000020308853,0.000030433697,0.0000017379127,1.4041056e-8,0.0000027657788,0.0000049635314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99926215,0.0000030700548,0.0002858066,0.000085021326,0.00022417304,0.00013977932],"domain_scores_gemma":[0.999469,0.00021654955,0.00011065272,0.0001106382,0.000063462365,0.00002974291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056360447,0.00006940949,0.00020231093,0.0000737394,0.000051910985,0.000023566925,0.00034032838,0.000014693208,0.0000032270227],"category_scores_gemma":[0.000047044436,0.000037283353,0.000036721365,0.00045215257,0.00036753362,0.00018108042,0.00008740554,0.00007044681,3.1779044e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035469337,0.00016835958,0.0012158323,0.0009150477,0.000011671452,4.5557923e-7,0.0011781906,0.14064042,0.0040523335,0.766651,0.000017440258,0.085113786],"study_design_scores_gemma":[0.00034008687,0.00036186437,0.00090883713,0.00028017323,0.0000043975106,0.0000089734085,0.00014261901,0.051769096,0.005237091,0.9395395,0.00128943,0.000117929536],"about_ca_topic_score_codex":1.2579184e-7,"about_ca_topic_score_gemma":3.338723e-7,"teacher_disagreement_score":0.17288852,"about_ca_system_score_codex":0.0000178151,"about_ca_system_score_gemma":0.000011552325,"threshold_uncertainty_score":0.15203711},"labels":[],"label_agreement":null},{"id":"W2927036906","doi":"10.18280/mmep.060108","title":"Analysis of cylindrical shells by the Least Squares Method","year":2019,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Computer science","score_opus":0.00819712350932144,"score_gpt":0.21359775588142552,"score_spread":0.20540063237210407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2927036906","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07197001,0.00037530425,0.9252629,0.000033423465,0.00006200156,0.00009927337,0.000007420967,0.00007161724,0.0021180129],"genre_scores_gemma":[0.98006207,0.00009558888,0.019726109,0.000007719437,0.000014137948,0.000012218935,0.000002220238,0.0000131578445,0.00006675571],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992305,0.000007132965,0.00024544826,0.00014726682,0.00014786152,0.00022175706],"domain_scores_gemma":[0.9995284,0.00023549382,0.000019327783,0.00014624828,0.0000130574535,0.000057457062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000268569,0.00013155813,0.00032649204,0.000056573273,0.000036310335,0.000026330277,0.00012958227,0.000053022133,0.000087636574],"category_scores_gemma":[0.000009057038,0.00008090776,0.000072154275,0.00041314086,0.00005513595,0.000031263182,0.0000432122,0.00011746809,0.000009768841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014758383,0.000010282751,0.000008463309,0.00018827159,0.00011928493,7.3452405e-8,0.00018109083,0.95753014,0.0013447659,0.039503112,0.000007608688,0.0011054598],"study_design_scores_gemma":[0.000054272412,0.000017548868,0.0000050898147,0.000033283697,0.000095485186,8.686154e-7,0.000045925095,0.98488325,0.000510876,0.013751169,0.0004873583,0.00011484685],"about_ca_topic_score_codex":0.0000022309086,"about_ca_topic_score_gemma":5.1538183e-8,"teacher_disagreement_score":0.9080921,"about_ca_system_score_codex":0.000007107638,"about_ca_system_score_gemma":9.604629e-7,"threshold_uncertainty_score":0.32993227},"labels":[],"label_agreement":null},{"id":"W2931543367","doi":"10.2495/cmem-v7-n2-93-105","title":"A study of the viscous optimization of the shape of a non-lifting strut","year":2019,"lang":"en","type":"article","venue":"International Journal of Computational Methods and Experimental Measurements","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Shape optimization; Structural engineering; Engineering; Computer science; Materials science; Engineering drawing; Finite element method","score_opus":0.02425303788684579,"score_gpt":0.35615885631053207,"score_spread":0.33190581842368627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2931543367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96813387,0.00012272917,0.030118018,0.000018809482,0.0010285022,0.00012584297,0.0000036272972,0.0000013913767,0.00044723137],"genre_scores_gemma":[0.9651706,0.000003473858,0.034775298,0.00001115601,0.00003181554,0.0000014149713,1.7901878e-7,0.0000039392794,0.0000020726934],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988936,0.000056775832,0.00039849017,0.000055936925,0.00054271735,0.00005243674],"domain_scores_gemma":[0.99937445,0.00007440299,0.00027489912,0.000048074653,0.00021139185,0.000016808779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038413482,0.00006464594,0.00015676947,0.0000389981,0.00003017223,0.000008651642,0.00023778788,0.000014960836,0.00003117237],"category_scores_gemma":[0.000034919332,0.000037265014,0.00005640792,0.000108363434,0.00007768136,0.000060372164,0.00009974425,0.00005362954,8.6597375e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062280764,0.00015421103,0.0036477402,0.000014555931,0.00015984468,1.5087488e-7,0.00091683335,0.92664397,0.06364194,0.00042068184,0.0000021745182,0.0043356055],"study_design_scores_gemma":[0.0053559327,0.0012792184,0.045812342,0.0007131395,0.00009622412,0.000037166672,0.012623126,0.32238394,0.5963906,0.014948111,0.000045237965,0.0003149248],"about_ca_topic_score_codex":0.0000027448734,"about_ca_topic_score_gemma":1.2138436e-7,"teacher_disagreement_score":0.60426,"about_ca_system_score_codex":0.000023083312,"about_ca_system_score_gemma":0.000011201924,"threshold_uncertainty_score":0.15196231},"labels":[],"label_agreement":null},{"id":"W2944251061","doi":"10.21778/2218-5453-2018-8-87-93","title":"ALGORITHM OF THE GENERATION OF THE URBAN DEVELOPMENT OF THE GRAPHIC LANDSCAPE MODEL FOR RENDERING SYSTEM OF AIRCRAFT SIMULATORS","year":2018,"lang":"en","type":"article","venue":"Issues of radio electronics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rendering (computer graphics); Computer science; Cluster analysis; Computer graphics (images); Quarter (Canadian coin); Simulation; Artificial intelligence; Geography","score_opus":0.00963379753171705,"score_gpt":0.2233747587823033,"score_spread":0.21374096125058625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944251061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8795609,0.0026390564,0.11694144,0.00003218843,0.00033657532,0.0002937002,0.000025676123,0.0000129160535,0.00015754439],"genre_scores_gemma":[0.994645,0.000055718818,0.0052150674,0.0000017532133,0.00004842802,0.0000051810116,5.538645e-7,0.00000737482,0.000020924967],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927557,0.00001173694,0.0003050645,0.000078177385,0.00018209031,0.0001473781],"domain_scores_gemma":[0.9995557,0.000024809902,0.00013346548,0.00020327514,0.000072087874,0.0000106509815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017398332,0.00008064564,0.00019913701,0.000018546143,0.000080488906,0.0000019006666,0.00030076518,0.000039172603,0.0000013409721],"category_scores_gemma":[0.0000135555,0.000041413645,0.00008014042,0.00024051139,0.00020780695,0.000018612536,0.00006152662,0.000045191868,2.8837176e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028977944,0.00004807317,0.0002633391,0.00066256814,0.000199818,1.5870377e-8,0.0040206145,0.757141,0.1357958,0.09318504,0.0001335764,0.008521206],"study_design_scores_gemma":[0.00011712415,0.0000389207,0.00004744686,0.00006219561,0.000020211164,2.3199897e-7,0.00014467335,0.4567914,0.540201,0.0021682333,0.00035819734,0.00005036644],"about_ca_topic_score_codex":0.0000021119365,"about_ca_topic_score_gemma":0.000010280804,"teacher_disagreement_score":0.40440518,"about_ca_system_score_codex":0.000024781131,"about_ca_system_score_gemma":0.000025538864,"threshold_uncertainty_score":0.16887994},"labels":[],"label_agreement":null},{"id":"W2964764370","doi":"10.1134/s0965545x19040060","title":"Calculation of the Viscosity of a Disperse System of Silver Nanoparticles with Adsorption Polymeric Layer of Copolymer of Ethylene and Maleic Acid in Aqueous Medium","year":2019,"lang":"en","type":"article","venue":"Polymer Science Series A","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Russian Foundation for Basic Research; Egg Farmers of Canada","keywords":"Maleic acid; Adsorption; Copolymer; Aqueous solution; Materials science; Chemical engineering; Nanoparticle; Polymer; Viscosity; Hydrodynamic radius; Dynamic light scattering; Silver nanoparticle; Polymer chemistry; Chemistry; Organic chemistry; Nanotechnology; Composite material","score_opus":0.002915841879504613,"score_gpt":0.18816808655499018,"score_spread":0.18525224467548557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964764370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99799985,0.0013374363,0.00014742167,0.000025524892,0.00011033255,0.00010905612,0.000012524536,0.0000054500274,0.00025239392],"genre_scores_gemma":[0.99982893,0.000045462024,0.00010366537,0.000002067403,0.000004404236,0.0000028910415,1.5907771e-7,0.000003728289,0.0000087139215],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991496,0.000015299842,0.00027717827,0.000121305064,0.00028611472,0.00015045513],"domain_scores_gemma":[0.9996072,0.00002427327,0.00013571186,0.00016410458,0.000040681578,0.000028010303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017558927,0.000080387654,0.0002510947,0.00006326803,0.000024027606,0.0000029152209,0.00016903484,0.000025958261,0.000014397205],"category_scores_gemma":[0.000009244665,0.000048756887,0.000025571775,0.0007647159,0.0014775164,0.00014266356,0.00009161514,0.000032796892,1.8426411e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065852146,0.000017676937,0.009944827,0.00024660898,0.0000060622133,7.905736e-8,0.00073414145,0.0005803765,0.9798659,0.00783095,1.0107658e-7,0.0007073932],"study_design_scores_gemma":[0.00015901362,0.00011425475,0.01725163,0.00014102636,0.000010073559,0.0000019010057,0.0014703613,0.0010656079,0.9796233,0.00010556771,7.0895885e-7,0.000056515226],"about_ca_topic_score_codex":0.0001492266,"about_ca_topic_score_gemma":0.000026712169,"teacher_disagreement_score":0.007725383,"about_ca_system_score_codex":0.0000110817555,"about_ca_system_score_gemma":0.000020500891,"threshold_uncertainty_score":0.54439706},"labels":[],"label_agreement":null},{"id":"W2966355811","doi":"10.11159/htff19.192","title":"Dynamic Simulation of Bio-Hydrogen System Driven Waste Heat from Steel-Manufacturing Process","year":2019,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Process engineering; Waste heat; Hydrogen; Process systems; Materials science; Computer science; Manufacturing engineering; Environmental science; Mechanical engineering; Engineering; Heat exchanger; Chemistry","score_opus":0.002767296950786821,"score_gpt":0.19229955855517064,"score_spread":0.18953226160438383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966355811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998212,0.000012688112,0.000016499393,0.000016969412,0.0010133311,0.00025576082,0.000043965767,0.00012029731,0.00030851676],"genre_scores_gemma":[0.99950266,0.000020063331,0.00031663498,0.000004889024,0.00008719088,0.000017003787,0.0000028277761,0.000028917646,0.000019796482],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989085,0.000002159483,0.00035776966,0.00025822222,0.00021990841,0.00025343394],"domain_scores_gemma":[0.99962616,0.00006376316,0.000080825805,0.000117761505,0.00004150477,0.000069967886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008253733,0.00022684738,0.00040657242,0.0000620895,0.000043528293,0.000038214686,0.000317664,0.0000821223,0.00002860164],"category_scores_gemma":[0.000016447999,0.00016507161,0.00006535571,0.00016747096,0.00006834244,0.00009814895,0.0001666967,0.00011850052,0.0000019425295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004806741,0.000009506996,0.0000046090704,0.00073583587,0.000031986892,1.1074686e-7,0.000008838198,0.14571726,0.8507683,0.002559536,0.000002634977,0.00011328561],"study_design_scores_gemma":[0.00020892311,0.000025858955,0.0000026533278,0.00045993912,0.00002293526,4.7508615e-7,0.00010860652,0.18556227,0.8127632,0.0005996373,0.00008769177,0.00015779742],"about_ca_topic_score_codex":0.0000021101619,"about_ca_topic_score_gemma":2.4975108e-7,"teacher_disagreement_score":0.039845,"about_ca_system_score_codex":0.00003814368,"about_ca_system_score_gemma":0.0000024878148,"threshold_uncertainty_score":0.6731425},"labels":[],"label_agreement":null},{"id":"W2981983971","doi":"10.1088/1742-6596/1212/1/011001","title":"14th International Symposium on Geometric Function Theory and Applications","year":2019,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Function (biology); Series (stratigraphy); Continuation; Library science; Focus (optics); Mathematics education; Mathematics; Computer science; Calculus (dental); Geology; Physics; Medicine","score_opus":0.005198197789942555,"score_gpt":0.21070823216399157,"score_spread":0.20551003437404902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981983971","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19002606,0.00020248,0.7470706,0.00027636922,0.00253103,0.00017568537,0.000018999475,0.000050389866,0.05964838],"genre_scores_gemma":[0.9988537,0.00044100132,0.00019126257,0.000029933633,0.0003290681,0.0000031341312,9.777873e-7,0.0000042428273,0.00014671148],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996062,0.0000074487957,0.0001218554,0.000059760532,0.00012616508,0.00007857067],"domain_scores_gemma":[0.99973494,0.00005742724,0.000052059047,0.00005300093,0.00006994879,0.00003262668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012156877,0.00006596574,0.00010658603,0.00003392026,0.00003901772,0.000041272982,0.00009986013,0.000019818282,0.000095145006],"category_scores_gemma":[0.0000065914332,0.000048352624,0.000024726107,0.0001474061,0.00007558667,0.00018036476,0.000025517758,0.00009058285,0.000016795479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060619954,0.000013924513,0.000078125675,0.000017361424,0.000029844037,2.4908607e-7,0.000054111082,0.0024223793,0.0058364547,0.8589105,0.000024836612,0.1325516],"study_design_scores_gemma":[0.00032943834,0.00043419847,0.00101879,0.00005245075,0.000026095542,0.0000095530495,0.0010500158,0.00020831758,0.033544485,0.9215106,0.041604187,0.00021189585],"about_ca_topic_score_codex":1.1288368e-7,"about_ca_topic_score_gemma":6.224995e-8,"teacher_disagreement_score":0.80882764,"about_ca_system_score_codex":0.000012037482,"about_ca_system_score_gemma":0.000004435707,"threshold_uncertainty_score":0.19717628},"labels":[],"label_agreement":null},{"id":"W2993152727","doi":"10.1088/1742-6596/1399/4/044012","title":"Modelling of heat and mass transfer processes of capillary-porous bodies","year":2019,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Raw material; Agriculture; China; Environmental science; Agricultural engineering; Agricultural science; Agricultural economics; Agronomy; Business; Geography; Biology; Engineering; Ecology; Economics; Archaeology","score_opus":0.012500422223448262,"score_gpt":0.20324148763180352,"score_spread":0.19074106540835525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993152727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8220817,0.00081896014,0.17540711,0.000026130623,0.00014325764,0.00004066736,0.000009286684,0.0000059109893,0.0014669694],"genre_scores_gemma":[0.9956989,0.0028831628,0.0013527286,0.0000025382742,0.00004187108,4.849852e-7,2.6017304e-7,0.0000047598646,0.000015255721],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994857,0.0000043560967,0.00023167394,0.00005065655,0.00013002368,0.00009759334],"domain_scores_gemma":[0.99969804,0.00003171221,0.0000380864,0.000046411664,0.00015884616,0.000026895594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006136431,0.00008170778,0.00028255465,0.00001893474,0.000020488169,0.00001090084,0.00008499579,0.000023220227,0.000020205523],"category_scores_gemma":[0.0000045720303,0.00005837582,0.000027604245,0.000076273805,0.00018327513,0.00019241737,0.000013808984,0.00006431898,3.5385335e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017456246,0.00004395838,0.0006108874,0.0025461223,0.00013658254,0.0000026016655,0.004258588,0.6044307,0.18760927,0.18884058,0.0000074639847,0.011338736],"study_design_scores_gemma":[0.00023961283,0.00033040415,0.000021316884,0.00025054067,0.000028840885,0.000006119493,0.002464824,0.005348832,0.7456208,0.24532402,0.00020845195,0.00015623544],"about_ca_topic_score_codex":0.0000018725406,"about_ca_topic_score_gemma":5.0489723e-7,"teacher_disagreement_score":0.5990818,"about_ca_system_score_codex":0.000003587343,"about_ca_system_score_gemma":0.000016221222,"threshold_uncertainty_score":0.23804969},"labels":[],"label_agreement":null},{"id":"W2994651642","doi":"10.32370/ia_2019_12_23","title":"Formation of Artistic Competence of Future Specialist of Decorative and Applied Art in the Field of Paper Plastic","year":2019,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Creativity; Competence (human resources); Field (mathematics); Process (computing); Computer science; Architectural engineering; Lateral thinking; Engineering ethics; Engineering; Creative thinking; Psychology; Mathematics","score_opus":0.003405234848864922,"score_gpt":0.20829750397892965,"score_spread":0.20489226913006472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994651642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91921055,0.000055962042,0.048834838,0.000030545543,0.00013934067,0.00017355182,0.000038371694,0.0000037828438,0.031513073],"genre_scores_gemma":[0.9993612,0.00006616857,0.0005323364,0.00001215191,0.000018794566,0.0000027239876,0.00000194135,0.0000016494931,0.0000029925752],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999602,0.0000103237635,0.00019551383,0.000049292146,0.00007828169,0.00006453921],"domain_scores_gemma":[0.9986557,0.0012253048,0.000043845324,0.00005425104,0.00001231107,0.000008596712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005810021,0.000049963608,0.00015783032,0.000032928358,0.000009189903,0.0000015229741,0.000084486055,0.000014915911,0.0001070922],"category_scores_gemma":[0.00008586915,0.000031565578,0.00001568092,0.00012877611,0.00018802466,0.000021609445,0.000031758886,0.000053207736,0.000002575783],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005195019,0.00008911336,0.0001839841,0.0008747686,0.000036696005,6.1974106e-7,0.033659488,0.013499671,0.17523167,0.7617362,0.0006004567,0.013567822],"study_design_scores_gemma":[0.0011909427,0.001886352,0.0069827875,0.0005420109,0.000048143076,0.0000065353684,0.03456031,0.028298536,0.5070913,0.41417563,0.0047438527,0.00047361857],"about_ca_topic_score_codex":0.0000018053445,"about_ca_topic_score_gemma":0.000014095636,"teacher_disagreement_score":0.34756058,"about_ca_system_score_codex":0.0000022648626,"about_ca_system_score_gemma":0.0000024085143,"threshold_uncertainty_score":0.12872069},"labels":[],"label_agreement":null},{"id":"W2996334072","doi":"10.32370/ia_2019_12_21","title":"Application of Innovative Technologies in the Art Education Lessons","year":2019,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Mathematics education; Engineering; Engineering ethics; Sociology; Computer science; Engineering drawing; Visual arts; Psychology; Art; Mathematics","score_opus":0.005967096897272998,"score_gpt":0.2453485245710906,"score_spread":0.2393814276738176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996334072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45611978,0.00018800091,0.20128424,0.0008750275,0.0003433975,0.00061244227,0.000018755192,0.00015135454,0.34040698],"genre_scores_gemma":[0.9991486,0.00005879888,0.0006727956,0.00002336145,0.00001113415,0.000041176852,0.0000043667765,0.000002602152,0.00003713357],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996695,0.000007785822,0.00010049014,0.00007487624,0.00005958533,0.00008777125],"domain_scores_gemma":[0.99964315,0.00022756866,0.000014435204,0.00009535892,0.000015341355,0.0000041527774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007112984,0.00004984314,0.00007297839,0.00005897562,0.000019046443,0.0000046332984,0.00017065424,0.000017704038,0.000028362456],"category_scores_gemma":[0.000061681414,0.00003105891,0.000010741484,0.0005141129,0.00015520323,0.000020653673,0.00003796453,0.00008914424,0.0000829151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017238424,0.000053255913,0.00024307285,0.000038016486,0.0000085406045,8.9248466e-8,0.0050273947,0.0021749118,0.01910058,0.72203827,0.0012915815,0.25000703],"study_design_scores_gemma":[0.00010409079,0.00011547742,0.00086032716,0.00004314124,0.0000022376687,0.0000020885493,0.0209732,0.006479873,0.027759781,0.86422205,0.07926289,0.00017483914],"about_ca_topic_score_codex":0.0000024804679,"about_ca_topic_score_gemma":0.0000031504992,"teacher_disagreement_score":0.54302883,"about_ca_system_score_codex":0.000008301796,"about_ca_system_score_gemma":0.0000057793,"threshold_uncertainty_score":0.12665455},"labels":[],"label_agreement":null},{"id":"W2998931797","doi":"","title":"Fibres surface macromolecular rearrangement for biocomposites production","year":2019,"lang":"en","type":"article","venue":"Open Repository and Bibliography (University of Liège)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Production (economics); Chemistry; Macromolecule; Materials science; Polymer science; Biochemistry; Economics","score_opus":0.005560799912996704,"score_gpt":0.19499409189003367,"score_spread":0.18943329197703695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998931797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897206,0.00036658059,0.0016590746,0.000091379225,0.00024646852,0.00034710788,0.000009968749,0.000026915286,0.007531938],"genre_scores_gemma":[0.993798,0.00071862974,0.005180506,0.000004783345,0.000017132536,5.2008915e-7,0.0000023668943,0.0000034922134,0.00027455183],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99961174,0.000008948933,0.000057333684,0.00015426197,0.00006540725,0.00010233547],"domain_scores_gemma":[0.9997987,0.000017037595,0.000025592217,0.000096013755,0.000027924854,0.000034705423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009694609,0.0000645626,0.00011906115,0.0003122113,0.00016431777,0.00004000384,0.0001612933,0.000028617313,0.000024786013],"category_scores_gemma":[5.1706934e-8,0.000061925566,0.00004698368,0.0013486196,0.00011427083,0.00015553272,0.00010100489,0.00002618595,0.0000014541018],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019837808,0.00005284226,0.041969758,0.00035291575,0.0001496756,0.0000036678482,0.00022032816,0.0020157346,0.94544125,0.0047650705,0.0043050502,0.00052536064],"study_design_scores_gemma":[0.0038979233,0.002196287,0.1198171,0.0006736944,0.00037112617,0.000034648667,0.009786546,0.004072481,0.7708809,0.026097674,0.06005445,0.00211719],"about_ca_topic_score_codex":0.000045126733,"about_ca_topic_score_gemma":4.8353985e-7,"teacher_disagreement_score":0.17456034,"about_ca_system_score_codex":0.0000022169672,"about_ca_system_score_gemma":0.0000013384218,"threshold_uncertainty_score":0.25252512},"labels":[],"label_agreement":null},{"id":"W3010173860","doi":"10.1088/1757-899x/753/8/082034","title":"Peculiarities of Steam Treatment of Edible Plant Raw Materials and Simulation Thereof","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Raw material; Humidity; Blanching; Moisture; Water content; Materials science; Sunflower; Environmental science; Chemistry; Composite material; Agronomy; Food science; Thermodynamics; Engineering; Biology","score_opus":0.015320283164575838,"score_gpt":0.21781222745701834,"score_spread":0.2024919442924425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010173860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99769664,0.00012977434,0.0013395493,0.0000361546,0.0002856609,0.000114430404,0.000106435735,0.000052653977,0.00023869841],"genre_scores_gemma":[0.9983278,0.0009182633,0.0006590421,0.00000532821,0.00006670882,0.000008055474,0.0000033342994,0.0000074513296,0.000004019889],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918026,0.000005609849,0.00026014983,0.00017011809,0.00016762214,0.00021625549],"domain_scores_gemma":[0.9997036,0.00002999692,0.000044112105,0.00007897627,0.000059746235,0.00008360671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014066395,0.00014765131,0.0003299004,0.000046851124,0.00006993742,0.0000700731,0.000108234715,0.000039161965,0.00008562632],"category_scores_gemma":[0.000032276814,0.00011377883,0.000010438881,0.00018070203,0.00049533666,0.00025734777,0.00006917384,0.00001892484,9.852155e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030106268,0.0000050826147,0.0000043217055,0.00021264055,0.000007594288,6.5697907e-7,0.00079848705,0.013273206,0.9733159,0.011405971,0.0000014750601,0.00094457326],"study_design_scores_gemma":[0.00014341329,0.00022145238,0.0001956913,0.000048033828,0.00000906476,0.0000025272109,0.0006771527,0.0045679756,0.99315256,0.00059464603,0.00024939794,0.00013810165],"about_ca_topic_score_codex":0.000015899803,"about_ca_topic_score_gemma":8.026334e-7,"teacher_disagreement_score":0.019836657,"about_ca_system_score_codex":0.00001186786,"about_ca_system_score_gemma":0.000014228186,"threshold_uncertainty_score":0.4639766},"labels":[],"label_agreement":null},{"id":"W3010178148","doi":"","title":"State-of-the-art Dry Tree Semisubmersible Solutions for Harsh Environment","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Tree (set theory); State (computer science); Environmental science; Engineering; Mathematics; Algorithm","score_opus":0.006673968001758654,"score_gpt":0.18997056824789987,"score_spread":0.18329660024614122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010178148","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019787332,0.000069658105,0.90924096,0.0002140906,0.0004894288,0.00019725943,0.000021166585,0.00006176101,0.06991836],"genre_scores_gemma":[0.9927639,0.000057318004,0.0048979684,0.000039643503,0.000043244327,0.000028233737,0.0000013821094,0.00000636049,0.002161976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956095,0.0000035146425,0.00009341735,0.00007378985,0.00006616441,0.00020218089],"domain_scores_gemma":[0.999817,0.000038683098,0.000010957718,0.00009929626,0.000003980383,0.000030084537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010625141,0.00005642305,0.00007727312,0.000008592846,0.00010836559,0.0000052105092,0.000103626095,0.000014186925,0.00010793304],"category_scores_gemma":[0.0000076273163,0.00003586795,0.00004247784,0.000055934768,0.00012068435,0.000021094847,0.000060208364,0.000024818788,0.000023322073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022088137,0.00007740113,0.00023114115,0.00016773894,0.000065723165,8.1285656e-8,0.00018008664,0.19545981,0.052358206,0.5140678,0.012415091,0.2249548],"study_design_scores_gemma":[0.00039237703,0.0000803257,0.0006472296,0.000016345693,0.000021142696,2.430408e-7,0.000102259306,0.05249059,0.06771401,0.30796638,0.57029414,0.0002749494],"about_ca_topic_score_codex":6.78548e-7,"about_ca_topic_score_gemma":0.0000025609747,"teacher_disagreement_score":0.97297657,"about_ca_system_score_codex":0.000011211337,"about_ca_system_score_gemma":0.0000010386016,"threshold_uncertainty_score":0.14626527},"labels":[],"label_agreement":null},{"id":"W3011031582","doi":"10.5539/jmr.v12n2p45","title":"Construction of a Plane From an Angular Vector","year":2020,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Plane (geometry); Property (philosophy); Angular velocity; Geometry; Mathematical analysis; Classical mechanics; Physics","score_opus":0.04791858619328928,"score_gpt":0.3382651428680684,"score_spread":0.29034655667477915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011031582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96360755,0.00020405643,0.034285106,0.00027043608,0.00014127095,0.000046940462,0.000016797723,0.000010496988,0.0014173405],"genre_scores_gemma":[0.9672156,0.00013913245,0.03240539,0.0000065449985,0.00022452146,4.9417434e-7,5.083518e-7,0.00000556148,0.000002246483],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99921525,0.000019801239,0.00024167002,0.0000424542,0.00036535802,0.00011546427],"domain_scores_gemma":[0.9995614,0.00013977037,0.000047767764,0.00005826847,0.00009276717,0.00010000588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038720627,0.000043459717,0.00017107345,0.000039805367,0.000031505573,0.000015572456,0.00017118898,0.000027724776,0.00020777575],"category_scores_gemma":[0.00012515039,0.00003032855,0.000027956261,0.00017962175,0.00015573697,0.000056231427,0.000033770324,0.0001656952,0.000006754233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021475877,0.0003271063,0.00020355017,0.0011726129,0.00028945028,0.00007759654,0.011070112,0.009091591,0.6176907,0.32697886,0.0013690555,0.03151461],"study_design_scores_gemma":[0.0006716379,0.0009795191,0.00018032684,0.00019757233,0.000027025942,0.000030338982,0.011579644,0.030998062,0.14683186,0.80440575,0.0038903195,0.00020796151],"about_ca_topic_score_codex":0.0000013112683,"about_ca_topic_score_gemma":2.5311027e-7,"teacher_disagreement_score":0.47742686,"about_ca_system_score_codex":0.000010467291,"about_ca_system_score_gemma":0.000007801519,"threshold_uncertainty_score":0.22749989},"labels":[],"label_agreement":null},{"id":"W3108717188","doi":"10.5539/jmr.v12n6p93","title":"To the Question of Gauss’s Curvature in n-Dimensional Euclidian Space","year":2020,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Generalization; Euclidean space; Dimension (graph theory); Cartesian coordinate system; Space (punctuation); Curvature; Gauss; Gaussian curvature; Euclidean geometry; Seven-dimensional space; Mathematical analysis; Pure mathematics; Geometry; Euclidean distance matrix; Computer science","score_opus":0.04323273695462871,"score_gpt":0.361573449298983,"score_spread":0.3183407123443543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108717188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9491752,0.0008637545,0.014375712,0.028384754,0.00030287192,0.0002902219,0.0000096215035,0.000013675206,0.006584186],"genre_scores_gemma":[0.9903221,0.000083413215,0.009367702,0.000045182336,0.00015191727,0.0000014181481,9.0275435e-8,0.000005268918,0.000022875598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990708,0.000031770516,0.00024549942,0.00004365458,0.00045577262,0.00015250061],"domain_scores_gemma":[0.99944633,0.00026512044,0.000034754983,0.000060976057,0.000106139836,0.0000866924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012751038,0.000046774992,0.00014554356,0.0000639224,0.00003458142,0.000014042514,0.00022249235,0.000027905682,0.000058990056],"category_scores_gemma":[0.00045598482,0.000025987632,0.00002840465,0.0004473367,0.0000728667,0.00003526863,0.000075031625,0.00029654987,0.000018289342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019470284,0.00030544502,0.00029653814,0.0012062636,0.00009816096,0.000052159507,0.014018379,0.4057004,0.0982712,0.430516,0.03875338,0.010587392],"study_design_scores_gemma":[0.0018995611,0.002185011,0.0021509868,0.0022245396,0.000044127115,0.00008295334,0.015211069,0.14962713,0.11637777,0.54987574,0.15951942,0.0008016863],"about_ca_topic_score_codex":0.0000010056094,"about_ca_topic_score_gemma":0.000003206904,"teacher_disagreement_score":0.25607324,"about_ca_system_score_codex":0.00002227427,"about_ca_system_score_gemma":0.000011234419,"threshold_uncertainty_score":0.12883781},"labels":[],"label_agreement":null},{"id":"W3175276080","doi":"10.1007/978-3-030-50570-7_4","title":"Invariants in mathematical classification problems","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"H2020 European Research Council; Agència de Gestió d'Ajuts Universitaris i de Recerca; Natural Sciences and Engineering Research Council of Canada; Academia de Ştiinţe a Moldovei","keywords":"Equivalence relation; Equivalence (formal languages); Mathematics; Set (abstract data type); Relation (database); Ask price; Pure mathematics; Discrete mathematics; Algebra over a field; Combinatorics; Computer science; Data mining","score_opus":0.02087021269945409,"score_gpt":0.2191206293032545,"score_spread":0.19825041660380038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175276080","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003365162,0.00020091618,0.0135679925,0.000051963478,0.00017625511,0.000107026615,0.000004449398,0.000073759795,0.985784],"genre_scores_gemma":[0.09375654,0.0032384086,0.0087024635,0.00014140982,0.0003794794,0.00007493416,0.000060578823,0.000106690895,0.8935395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993074,0.0000019730282,0.00023459432,0.0001743891,0.00012275309,0.00015891604],"domain_scores_gemma":[0.99976236,0.000031723677,0.00001788664,0.00013398158,0.000012575572,0.00004145208],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007917067,0.00015054231,0.00023324993,0.000041234984,0.000022633483,0.000023908182,0.000103490755,0.00014802176,0.0035679853],"category_scores_gemma":[0.000007734976,0.00011827145,0.000034685636,0.000043892687,0.000086759115,0.000026028836,0.00005580284,0.00015903068,0.00023503942],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.987816e-7,0.0000042640922,5.127429e-7,0.00008688295,0.00000681617,0.000003866939,0.000015077094,0.00021513372,0.00013261416,0.99500316,0.00015167103,0.004379604],"study_design_scores_gemma":[0.00006191236,0.00000716379,0.000009674996,0.0001541507,0.0000052138976,0.0000020700018,0.000027137385,0.0030373936,0.0000535507,0.9348309,0.061597407,0.00021342194],"about_ca_topic_score_codex":2.6460148e-7,"about_ca_topic_score_gemma":0.0000027064355,"teacher_disagreement_score":0.093722895,"about_ca_system_score_codex":0.000034614593,"about_ca_system_score_gemma":0.0000047634107,"threshold_uncertainty_score":0.9973429},"labels":[],"label_agreement":null},{"id":"W3180638629","doi":"","title":"Approximating Logarithmic Spirals by Quarter Circles","year":2021,"lang":"en","type":"article","venue":"Research Repository (Delft University of Technology)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Rectangle; Logarithmic spiral; Quarter (Canadian coin); Logarithm; Mathematics; Spiral (railway); Partition (number theory); Geometry; Combinatorics; Plane (geometry); Mathematical analysis; Geography","score_opus":0.00913934921918141,"score_gpt":0.2303123431359028,"score_spread":0.22117299391672138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180638629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94606376,0.0010318393,0.0100858975,0.0004995993,0.00013069934,0.000115427916,0.000012101101,0.00029203578,0.041768666],"genre_scores_gemma":[0.9948805,0.0001844081,0.004281599,0.0000025567588,0.00002117522,6.9228196e-7,0.0000018415589,0.000005759794,0.0006214878],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99910676,0.000027463386,0.000119156066,0.00020341997,0.00022443931,0.00031875132],"domain_scores_gemma":[0.99953806,0.00004492481,0.0000230292,0.00022040402,0.00012034997,0.000053250074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020366813,0.00007469007,0.00016790257,0.00012999648,0.00031796942,0.000015668393,0.00031406543,0.00012999595,0.000041656916],"category_scores_gemma":[0.00003778944,0.00007948035,0.000040624822,0.00064801425,0.00074647734,0.000065742766,0.00022469799,0.0002684256,0.000013933944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014989723,0.0000855291,0.00033125427,0.00019539046,0.00007614043,0.00017626354,0.00013897027,0.0004863273,0.92934084,0.04532173,0.004630539,0.019202024],"study_design_scores_gemma":[0.00065771263,0.000220615,0.00027959127,0.00018047697,0.000022423752,0.000054542055,0.017662944,0.005932257,0.8413201,0.050448406,0.08273338,0.00048757571],"about_ca_topic_score_codex":0.0000115176545,"about_ca_topic_score_gemma":0.0000011122137,"teacher_disagreement_score":0.088020764,"about_ca_system_score_codex":0.000052203104,"about_ca_system_score_gemma":0.000017019333,"threshold_uncertainty_score":0.32411146},"labels":[],"label_agreement":null},{"id":"W4205342032","doi":"10.18280/rcma","title":"Revue des composites et des matériaux avancés","year":2019,"lang":"fr","type":"paratext","venue":"Revue des composites et des matériaux avancés","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Composite material; Materials science","score_opus":0.05223642995333492,"score_gpt":0.2959445387690014,"score_spread":0.24370810881566649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205342032","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035522845,0.04510989,0.69738346,0.0006239301,0.009687956,0.0024463397,0.0019808845,0.00090627384,0.20633842],"genre_scores_gemma":[0.09077822,0.093246125,0.74106234,0.000604452,0.0037890882,0.00046091145,0.0013995641,0.00093160046,0.06772769],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99072105,0.00064313534,0.0022893713,0.0023064553,0.00078395515,0.0032560164],"domain_scores_gemma":[0.9936338,0.002175992,0.0007736686,0.001688052,0.00071988354,0.0010085762],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0013419236,0.002599929,0.00346706,0.0005856146,0.0019043161,0.0012830864,0.0022816204,0.0011655642,0.0051618377],"category_scores_gemma":[0.0003458115,0.00237303,0.0010206719,0.0014932889,0.005272748,0.0011096868,0.0016554698,0.0019728502,0.016953988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045343483,0.00060061057,0.0009604393,0.023082867,0.0010055738,0.0002599136,0.004106639,0.78333706,0.024417276,0.13243635,0.0055730822,0.023766773],"study_design_scores_gemma":[0.0036189773,0.0021924512,0.0022751365,0.025135526,0.0012803354,0.0018991837,0.0015656899,0.14316022,0.012928864,0.3252206,0.47166714,0.009055866],"about_ca_topic_score_codex":0.00024217715,"about_ca_topic_score_gemma":0.00019616667,"teacher_disagreement_score":0.64017683,"about_ca_system_score_codex":0.0011034154,"about_ca_system_score_gemma":0.00013533841,"threshold_uncertainty_score":0.99975365},"labels":[],"label_agreement":null},{"id":"W4212971828","doi":"10.1149/ma2010-02/18/1350","title":"Peculiar Properties of Dealloyed Materials with Extremely Fine Porosity","year":2010,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Porosity; Geology; Environmental science; Materials science; Astrobiology; Physics; Geotechnical engineering","score_opus":0.008470891893366753,"score_gpt":0.1955762074805522,"score_spread":0.18710531558718546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212971828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692006,0.000043834185,0.000022440538,0.00003541924,0.00038419227,0.0000761165,0.000007882375,0.000099436045,0.030130075],"genre_scores_gemma":[0.9966553,0.000010913978,0.0031400793,0.000007168311,0.0001253478,0.0000065287877,0.0000014537293,0.0000125726,0.000040662024],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926615,0.0000055106425,0.00022197673,0.0001282064,0.0001474109,0.00023073377],"domain_scores_gemma":[0.9997033,0.000023532879,0.000056687946,0.00012178889,0.00003622824,0.0000584622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024086513,0.00012202096,0.00018401346,0.000020803243,0.00008468913,0.0000259112,0.00013339563,0.000049767194,0.000068036024],"category_scores_gemma":[0.000058117315,0.000080463135,0.000017373348,0.00009143852,0.00018299367,0.00005209582,0.000038395774,0.00010633009,0.000011916558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024035693,0.000015123116,0.00006194963,0.00007626457,0.0000085749525,0.0000025814409,0.00008003827,0.007653689,0.9914178,0.00039661076,0.00002307183,0.00024024858],"study_design_scores_gemma":[0.00012295027,0.00002787866,0.0021713362,0.00006719919,0.000007278295,0.0000033315448,0.00005935645,0.00004619534,0.995607,0.00095570413,0.00079648435,0.00013529012],"about_ca_topic_score_codex":0.000028421426,"about_ca_topic_score_gemma":0.000019009982,"teacher_disagreement_score":0.030089414,"about_ca_system_score_codex":0.0000050963654,"about_ca_system_score_gemma":0.000005434794,"threshold_uncertainty_score":0.32811916},"labels":[],"label_agreement":null},{"id":"W4229685795","doi":"10.1007/978-3-030-34953-0","title":"Geometric Analysis","year":2020,"lang":"en","type":"book","venue":"Progress in mathematics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","score_opus":0.009838244925743696,"score_gpt":0.24001879808268936,"score_spread":0.23018055315694566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229685795","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013724677,0.0074434634,0.024108384,0.000057911533,0.0004231227,0.00036741054,0.00006851013,0.0003866934,0.9670073],"genre_scores_gemma":[0.23621863,0.015593572,0.2847465,0.00035136726,0.0036748233,0.0010014258,0.0005968685,0.0008747917,0.45694202],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988105,0.0000044294175,0.0003844691,0.00022373587,0.00028394355,0.00029291396],"domain_scores_gemma":[0.9995356,0.000094229545,0.00006561334,0.00020753266,0.00001709294,0.000079905505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013431012,0.0002602586,0.0006762496,0.00037129343,0.000033093205,0.000045696077,0.0003409912,0.00016464185,0.00027555635],"category_scores_gemma":[0.000022527705,0.00021364696,0.00014124629,0.0015089908,0.00019612972,0.000026161799,0.00013501638,0.0002772176,0.00012075004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014989698,0.0002469525,0.0005761513,0.007879764,0.0030760982,0.00019668498,0.0017789751,0.01798962,0.0000035107953,0.8107736,0.01877515,0.1386885],"study_design_scores_gemma":[0.00018109313,0.000045869834,0.00004382832,0.00019466637,0.00063076505,0.0000015864559,0.000092689865,0.042452756,0.000040258255,0.8482738,0.10715457,0.00088812364],"about_ca_topic_score_codex":6.058455e-8,"about_ca_topic_score_gemma":7.839596e-7,"teacher_disagreement_score":0.51006526,"about_ca_system_score_codex":0.000078595695,"about_ca_system_score_gemma":0.000009359085,"threshold_uncertainty_score":0.871227},"labels":[],"label_agreement":null},{"id":"W4231979884","doi":"10.1007/978-3-030-43131-0_4","title":"Affine Transformations","year":2020,"lang":"en","type":"book-chapter","venue":"Springer tracts in mechanical engineering","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Affine transformation; Mathematics; Pure mathematics","score_opus":0.007529906171777049,"score_gpt":0.19088938790068638,"score_spread":0.18335948172890934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231979884","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019992271,0.00095196755,0.11295934,0.00025718188,0.0019713212,0.0004388856,0.00006108936,0.001034989,0.8821253],"genre_scores_gemma":[0.95564204,0.004145884,0.022734893,0.00028234828,0.001989862,0.00011160333,0.000057722173,0.00047860623,0.014557028],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867654,0.0000017832922,0.00044660043,0.00027815823,0.0002305759,0.00036636743],"domain_scores_gemma":[0.9995657,0.000063929,0.000025740817,0.00016750128,0.000011573353,0.00016552971],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010827655,0.00036971952,0.0004601293,0.00011477174,0.00003506575,0.00003185031,0.00026740832,0.00026803813,0.0004393739],"category_scores_gemma":[0.000027497143,0.00036030667,0.000115652234,0.000107810934,0.000033803757,0.00008937019,0.000068190944,0.0007347065,0.00013337424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058452206,0.0000065913487,4.9241496e-8,0.00020332706,0.000030978907,0.000027608918,0.00003508219,0.087072656,0.0021669862,0.90185505,0.00005977345,0.00853603],"study_design_scores_gemma":[0.00068675954,0.00011077882,0.0000088716615,0.00076477206,0.00007469225,0.000011905788,0.000023548098,0.12078987,0.0055634957,0.1635647,0.70641977,0.0019808218],"about_ca_topic_score_codex":5.141061e-7,"about_ca_topic_score_gemma":0.0000021610197,"teacher_disagreement_score":0.95544213,"about_ca_system_score_codex":0.00008335951,"about_ca_system_score_gemma":0.0000064056585,"threshold_uncertainty_score":0.9998849},"labels":[],"label_agreement":null},{"id":"W4232397539","doi":"10.1017/cbo9780511791260.003","title":"Euclidean Domains","year":2003,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Mathematics","score_opus":0.0089076009939208,"score_gpt":0.17582177091792572,"score_spread":0.16691416992400493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232397539","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000060357925,0.00014678398,0.0028478252,0.0000051709817,0.00051832094,0.00012964,0.00012492498,0.00019998827,0.995967],"genre_scores_gemma":[0.0015726509,0.0004196126,0.00025947872,0.000051963358,0.00011661806,4.0105363e-7,0.000008926458,0.0000335127,0.99753684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920607,0.0000059553267,0.00011717311,0.00025317635,0.00014487325,0.00027277175],"domain_scores_gemma":[0.99954396,0.000027651286,0.00003598172,0.00023862568,0.00002584892,0.0001279375],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004756863,0.00026715544,0.00027747496,0.000055847802,0.00015365609,0.000022693162,0.00027292094,0.00018699683,0.000022161945],"category_scores_gemma":[0.0000023892808,0.00027310636,0.00010994799,0.000008893967,0.00032220336,0.000029314944,0.00013782825,0.00023776056,0.000026932934],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074626832,0.0000013939413,7.63367e-8,0.00004143825,0.000044039327,0.000050459726,0.0000066372595,0.00007122699,0.000041132713,0.9808763,0.01770723,0.0011525957],"study_design_scores_gemma":[0.00014939437,0.000015870783,4.5197913e-7,0.000032916545,0.0000380297,0.0000035579053,0.000018578747,0.000039557188,0.0002348795,0.00094565406,0.9981751,0.0003460169],"about_ca_topic_score_codex":0.0000023086145,"about_ca_topic_score_gemma":2.2051957e-7,"teacher_disagreement_score":0.98046786,"about_ca_system_score_codex":0.00008196733,"about_ca_system_score_gemma":0.0000051963902,"threshold_uncertainty_score":0.9999721},"labels":[],"label_agreement":null},{"id":"W4234135400","doi":"10.6000/1929-5995.2014.03.03.1","title":"Structure of Crystallizable Polymer Solutions","year":2014,"lang":"en","type":"article","venue":"Journal of Research Updates in Polymer Science","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Materials science; Polymer; Dissolution; Supramolecular chemistry; Crystallization; Crystallite; Supramolecular polymers; Birefringence; Chemical engineering; Vinyl alcohol; Phase (matter); Particle (ecology); Volume fraction; Molar mass; Chemical physics; Crystal structure; Crystallography; Optics; Composite material; Organic chemistry; Chemistry","score_opus":0.01468432383287592,"score_gpt":0.30771551451599044,"score_spread":0.2930311906831145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234135400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965585,0.010022678,0.010337341,0.00048310935,0.0011229465,0.000089657835,0.000017190689,0.00002085885,0.012321196],"genre_scores_gemma":[0.99890125,0.00023004989,0.00069921755,0.0000141081455,0.00010088339,5.6068484e-7,1.4223663e-7,0.000004705874,0.000049074304],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981861,0.000039421822,0.0003200247,0.000116481686,0.0007993916,0.0005385709],"domain_scores_gemma":[0.9993262,0.00014923872,0.000055298773,0.00015473986,0.0001764977,0.00013800082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017314313,0.00007503821,0.00018570489,0.00042974457,0.00018170774,0.000046415076,0.00073065475,0.00003434963,0.00015891923],"category_scores_gemma":[0.00017719316,0.00005228072,0.000033816075,0.0018308761,0.0018867904,0.0002982256,0.0001984725,0.0002887435,0.0000025541801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026513522,0.000041003008,0.00043604473,0.000051475265,0.000010109936,0.0000041002518,0.00026913662,0.0023646199,0.7878916,0.19346972,0.0003290599,0.015106614],"study_design_scores_gemma":[0.00022783391,0.00017231944,0.0003530138,0.00008933997,0.000002885734,0.000017237791,0.0004426527,0.004369024,0.9246231,0.068076335,0.0015049463,0.00012132501],"about_ca_topic_score_codex":0.000010610908,"about_ca_topic_score_gemma":0.000004110157,"teacher_disagreement_score":0.13673148,"about_ca_system_score_codex":0.000045462817,"about_ca_system_score_gemma":0.00005471317,"threshold_uncertainty_score":0.6951958},"labels":[],"label_agreement":null},{"id":"W4234843974","doi":"10.1515/iupac.83.0265","title":"Regular Surface","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Glossary; Photocatalysis; Chemical nomenclature; Compendium; Terminology; Chemistry; Nanotechnology; Catalysis; Materials science; Organic chemistry; Philosophy; History; Archaeology","score_opus":0.005725234231111309,"score_gpt":0.3339461358635131,"score_spread":0.3282209016324018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234843974","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013516295,0.000930822,0.0016149081,0.00011751324,0.001521649,0.000105002306,0.9950078,0.00014970895,0.00041739718],"genre_scores_gemma":[0.00013635764,0.003852371,0.00016330725,0.000062121784,0.0008448507,0.0000048103757,0.99466413,0.000028637898,0.00024338176],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849063,0.0000129885875,0.00026383548,0.0002816643,0.0005189915,0.00043190416],"domain_scores_gemma":[0.99930775,0.000048690592,0.000041916155,0.00040098434,0.00007570584,0.00012495488],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022876484,0.00031605602,0.0004225314,0.00003983244,0.00010170502,0.000035969835,0.00036982365,0.00020343003,0.0027941563],"category_scores_gemma":[0.00005898903,0.00020777406,0.00008403493,0.00018162605,0.00027091897,0.000042521275,0.00014758258,0.00021713604,0.00000627071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014435644,0.00001497045,1.6933794e-7,0.000094849594,0.000033414268,0.000011180108,0.000002144873,0.00031031805,0.00004822205,0.00031475144,0.99644476,0.0027107883],"study_design_scores_gemma":[0.00017510285,0.000041369844,6.9601373e-7,0.000118204174,0.000022205884,0.0000021887686,0.000013951178,0.000024151315,0.00010782817,0.0074586817,0.9917015,0.00033410997],"about_ca_topic_score_codex":0.000004350935,"about_ca_topic_score_gemma":0.000015884048,"teacher_disagreement_score":0.00714393,"about_ca_system_score_codex":0.00012903426,"about_ca_system_score_gemma":0.00002818678,"threshold_uncertainty_score":0.99811745},"labels":[],"label_agreement":null},{"id":"W4238805584","doi":"10.1090/cbms/109/03","title":"Geometric structures","year":2008,"lang":"en","type":"book-chapter","venue":"Regional conference series in mathematics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Computer science; Artificial intelligence","score_opus":0.0278673187050075,"score_gpt":0.23041941769969157,"score_spread":0.20255209899468407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238805584","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033738496,0.001285103,0.0032719523,0.00007329037,0.00040373218,0.00019762175,0.00004149075,0.00015446532,0.994235],"genre_scores_gemma":[0.22311988,0.118099354,0.049369745,0.0002390846,0.001450932,0.00010402248,0.00016105571,0.0003929811,0.60706294],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987298,0.0000030481988,0.0003883742,0.000231368,0.00034876185,0.0002986053],"domain_scores_gemma":[0.99946284,0.00009193151,0.00007600744,0.00024247222,0.00005326748,0.000073474905],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000067871406,0.0003578721,0.0005245938,0.00020018397,0.000082978506,0.00003267186,0.00033902584,0.00024789255,0.0008507257],"category_scores_gemma":[0.000022645463,0.00029770174,0.00008280639,0.00013151838,0.00059183844,0.000075585755,0.000107807624,0.000338833,0.0000743541],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046847954,0.0000054936463,4.2455937e-7,0.00020770183,0.000022604065,0.000019927993,0.00016807596,0.00047557428,0.000013564716,0.993931,0.0016744806,0.003476489],"study_design_scores_gemma":[0.00006722106,0.000027744163,0.000006722461,0.00014997099,0.000008524806,0.000041765426,0.0000881524,0.00020486489,0.00006839404,0.83802634,0.16094163,0.00036868473],"about_ca_topic_score_codex":6.4967367e-7,"about_ca_topic_score_gemma":0.000004458386,"teacher_disagreement_score":0.387172,"about_ca_system_score_codex":0.00006028236,"about_ca_system_score_gemma":0.000023205694,"threshold_uncertainty_score":0.9999475},"labels":[],"label_agreement":null},{"id":"W4239454239","doi":"10.1090/car/036/09","title":"Geometric connections","year":2020,"lang":"en","type":"book-chapter","venue":"˜The œCarus mathematical monographs","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.013175366242887624,"score_gpt":0.2112406807700537,"score_spread":0.19806531452716608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239454239","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035823472,0.0010813993,0.044189326,0.0002296082,0.00057150447,0.00034798082,0.000090569134,0.00045128327,0.9530025],"genre_scores_gemma":[0.8395737,0.0047512306,0.007448467,0.0012554632,0.0025180394,0.0003903874,0.000081822516,0.0005246412,0.14345625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985689,0.0000065326954,0.00042149104,0.00030731072,0.0003308707,0.00036487982],"domain_scores_gemma":[0.99902755,0.00031880912,0.00006330536,0.00036627878,0.000031877018,0.00019216374],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013281354,0.00040332507,0.0005271491,0.00014935096,0.00025398127,0.000077239216,0.00045383733,0.00021488384,0.001648123],"category_scores_gemma":[0.000021573658,0.00026003472,0.00030391547,0.00037245703,0.00055328535,0.000033599554,0.0001691474,0.00048301122,0.00083411706],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004217519,0.000009172912,2.4500662e-7,0.00011240582,0.00012243824,0.000006075722,0.00004996564,0.00016794272,0.0000117927675,0.98750573,0.004013576,0.007996443],"study_design_scores_gemma":[0.000066830595,0.00004017983,8.8201887e-7,0.00004476513,0.00007850738,0.000006853293,0.00004787453,0.000969569,0.000020225649,0.7737027,0.22471513,0.0003064964],"about_ca_topic_score_codex":5.065392e-7,"about_ca_topic_score_gemma":0.0000011815091,"teacher_disagreement_score":0.83953786,"about_ca_system_score_codex":0.000027367418,"about_ca_system_score_gemma":0.000005560599,"threshold_uncertainty_score":0.99998516},"labels":[],"label_agreement":null},{"id":"W4239924493","doi":"10.4171/owr/2010/31","title":"Calculus of Variations","year":2011,"lang":"en","type":"article","venue":"Oberwolfach Reports","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Calculus (dental); Curvature; Vector calculus; General relativity; Computer science; Mathematics; Theoretical physics; Geometry; Physics; Mathematical analysis","score_opus":0.012775380070014369,"score_gpt":0.19319537719586474,"score_spread":0.18041999712585038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239924493","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14644806,0.0001793781,0.15817891,0.000010255636,0.0011994239,0.00011058488,0.000006434032,0.00017714818,0.6936898],"genre_scores_gemma":[0.9970565,0.00001932437,0.0027561204,0.000005849969,0.000026866144,0.0000065851286,0.0000010463182,0.0000048223915,0.00012290779],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99952984,0.0000026602759,0.00019103993,0.00008020673,0.000077620694,0.000118613054],"domain_scores_gemma":[0.9997814,0.000007974618,0.000030931365,0.00012498701,0.000016819882,0.000037885715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086679225,0.000054759585,0.00009462499,0.000018232424,0.000034438097,0.0000028127038,0.000043744734,0.000025511958,0.00045154465],"category_scores_gemma":[0.000015289243,0.000042922806,0.000027819558,0.00013168163,0.00007153452,0.000032117347,0.000025394253,0.000031604108,0.000007538853],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008956823,0.00011531991,0.0021650207,0.000103606224,0.00008071224,0.0001261408,0.00137577,0.002253658,0.013192599,0.9414947,0.00081848813,0.038265005],"study_design_scores_gemma":[0.0003309248,0.00019717414,0.029549582,0.000066030996,0.00009497371,0.00020699929,0.00057052256,0.0072647897,0.20196505,0.6920841,0.06660557,0.0010642813],"about_ca_topic_score_codex":0.000013296398,"about_ca_topic_score_gemma":0.0000013778413,"teacher_disagreement_score":0.8506084,"about_ca_system_score_codex":0.000006179096,"about_ca_system_score_gemma":0.0000024894528,"threshold_uncertainty_score":0.4944097},"labels":[],"label_agreement":null},{"id":"W4245736914","doi":"10.1139/cgj-38-4-901","title":"Coefficient of consolidation from the linear segment of the &lt;i&gt;t&lt;/i&gt;&lt;sup&gt;1/2&lt;/sup&gt; curve","year":2001,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Consolidation (business); Geotechnical engineering; Mathematics; Environmental science; Geology; Economics; Accounting","score_opus":0.008040566624014839,"score_gpt":0.21439750169652308,"score_spread":0.20635693507250824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245736914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88879615,0.0036828234,0.08833473,0.0055003865,0.002342052,0.0009703782,0.00082717644,0.00013417291,0.009412156],"genre_scores_gemma":[0.9977652,0.000826934,0.00053371186,0.0002900736,0.00044131707,0.000010152189,0.00000990585,0.000023493503,0.00009925052],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977654,0.00008317459,0.000686285,0.0002525288,0.0005450772,0.00066752575],"domain_scores_gemma":[0.9985743,0.00023640857,0.00017343523,0.00042461825,0.00014200402,0.00044919076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006808147,0.00025819146,0.00039416613,0.00009028896,0.00045705776,0.000058505528,0.0008372428,0.00019298626,0.0006950792],"category_scores_gemma":[0.00021720726,0.00016045003,0.0001998971,0.00063356524,0.00077836984,0.00007223468,0.00015638692,0.00047260267,0.000025469311],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008556549,0.00012535574,0.00018804066,0.000043883723,0.00020720057,0.000053282358,0.0005715473,0.8590463,0.0467858,0.058165997,0.010926415,0.023800654],"study_design_scores_gemma":[0.0013466657,0.00031257793,0.0041473582,0.00046829402,0.0001881302,0.00015616509,0.000456766,0.13695166,0.0072435983,0.024817962,0.82299507,0.00091575575],"about_ca_topic_score_codex":0.0002449961,"about_ca_topic_score_gemma":0.0011923433,"teacher_disagreement_score":0.81206864,"about_ca_system_score_codex":0.00023234356,"about_ca_system_score_gemma":0.0001321134,"threshold_uncertainty_score":0.761063},"labels":[],"label_agreement":null},{"id":"W4251601142","doi":"10.1007/978-3-030-43131-0","title":"Fundamentals of Geometry Construction","year":2020,"lang":"en","type":"book","venue":"Springer tracts in mechanical engineering","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Geometry; Geology; Mathematics","score_opus":0.0063187668908092015,"score_gpt":0.1958312690374217,"score_spread":0.1895125021466125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251601142","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03242287,0.0077413493,0.27529073,0.00022998887,0.018622078,0.0022530935,0.0004233154,0.0026609148,0.6603557],"genre_scores_gemma":[0.9443825,0.002620681,0.04631541,0.000089516274,0.0014415873,0.00006723664,0.000048292415,0.00030933775,0.0047254423],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985206,0.0000046439354,0.0005430685,0.0002960609,0.0002779145,0.00035767094],"domain_scores_gemma":[0.99951726,0.00010263985,0.00006483354,0.0001724938,0.000015105716,0.00012764925],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015366965,0.00032087954,0.000616656,0.00016686162,0.000019459218,0.000017693768,0.0002634566,0.00028795618,0.00018353465],"category_scores_gemma":[0.000060827893,0.0003206745,0.000113445145,0.0002754651,0.000083168365,0.00006521112,0.00012386833,0.0006012655,0.000026158286],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004274356,0.000052890337,0.0000066086554,0.0027272962,0.0002091681,0.0000674218,0.00010737442,0.20012482,0.040516853,0.72331333,0.0004604751,0.032371003],"study_design_scores_gemma":[0.0028487507,0.0006503681,0.00017706306,0.0049676015,0.00031254714,0.00005672953,0.00032973127,0.12411562,0.16612881,0.24863502,0.4459589,0.0058188364],"about_ca_topic_score_codex":7.343804e-7,"about_ca_topic_score_gemma":4.8129994e-7,"teacher_disagreement_score":0.91195965,"about_ca_system_score_codex":0.00014336481,"about_ca_system_score_gemma":0.000016502177,"threshold_uncertainty_score":0.99992454},"labels":[],"label_agreement":null},{"id":"W4281744815","doi":"10.1007/s00348-022-03440-7","title":"Correction to: Visualization and image analysis of droplet puffing and micro-explosion in spray-flame synthesis of iron oxide nanoparticles","year":2022,"lang":"en","type":"article","venue":"Experiments in Fluids","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Visualization; Nanoparticle; Computer science; Iron oxide nanoparticles; Oxide; Computer graphics (images); Materials science; Nanotechnology; Data mining; Metallurgy","score_opus":0.005423384924334198,"score_gpt":0.2534032040690217,"score_spread":0.24797981914468753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281744815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984181,0.0002282741,0.00097488303,0.0000062566914,0.00012583923,0.00006702455,0.000005930925,0.000009548381,0.00016412622],"genre_scores_gemma":[0.99909365,0.000080240025,0.0007699317,0.0000072361513,0.0000037763314,0.00003244463,0.0000016411663,0.0000049019263,0.0000061874216],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994512,0.000030927746,0.00020011984,0.00012030256,0.00009597707,0.00010146646],"domain_scores_gemma":[0.99983174,0.00006626413,0.000020122654,0.00005486571,0.0000059881277,0.000021010634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001896152,0.00006119167,0.00017328013,0.00018417867,0.00004160234,0.000006590594,0.00004460843,0.000012306001,0.000043443477],"category_scores_gemma":[0.00004180454,0.00005978971,0.000013596572,0.0006807662,0.00005463661,0.000048085432,0.00010961916,0.000029710778,1.749532e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030478837,0.000035589037,0.0032574693,0.000014794922,0.000011585293,5.277358e-7,0.0012811635,0.0077752043,0.9858699,0.00070495374,0.000008901858,0.0010094177],"study_design_scores_gemma":[0.00011877703,0.000047362315,0.0068482906,0.000023556488,0.000017915283,2.4759564e-7,0.002645869,0.017234,0.97279066,0.00015366766,0.00003800806,0.00008166422],"about_ca_topic_score_codex":0.00003656135,"about_ca_topic_score_gemma":0.000006008934,"teacher_disagreement_score":0.013079272,"about_ca_system_score_codex":0.00004289117,"about_ca_system_score_gemma":0.0000016563372,"threshold_uncertainty_score":0.24381536},"labels":[],"label_agreement":null},{"id":"W4283070944","doi":"10.1016/j.jmps.2022.104983","title":"The theory of continuous distributions of composite defects","year":2022,"lang":"en","type":"article","venue":"Journal of the Mechanics and Physics of Solids","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Composite number; Homogeneous; Interpretation (philosophy); Materials science; Symmetry (geometry); Point (geometry); Material properties; Work (physics); Statistical physics; Mathematics; Computer science; Composite material; Geometry; Physics; Thermodynamics","score_opus":0.0048605245856448605,"score_gpt":0.2033034504415667,"score_spread":0.19844292585592183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283070944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8755595,0.0015040576,0.12077378,0.0001326679,0.0010216545,0.000094896866,0.00015187709,0.0000041856547,0.0007573922],"genre_scores_gemma":[0.9995673,0.00023025503,0.00015047273,0.0000063778525,0.000036172085,8.2400544e-7,2.3608851e-7,0.0000030133667,0.0000054072893],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99951464,0.000027242004,0.00020472279,0.000026776914,0.00015049406,0.00007613024],"domain_scores_gemma":[0.9995588,0.00012491751,0.00017172887,0.00007872651,0.000048591053,0.000017203838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003538877,0.000046499696,0.0001596358,0.0000060988896,0.00016237337,0.000004296601,0.00021396602,0.000009519157,0.0000044447215],"category_scores_gemma":[0.000012658909,0.000024899282,0.000086203894,0.00013106951,0.00009074075,0.000016865266,0.00014999762,0.00010520469,3.0202273e-8],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030214705,0.000029793104,0.000015305488,0.00002405694,0.000046252513,1.567148e-7,0.000121096826,0.007535677,0.033720776,0.95497185,0.00003099837,0.0034738295],"study_design_scores_gemma":[0.00014917263,0.00012160514,0.0000473685,0.00002041565,0.000035505585,0.0000034869836,0.00050810707,0.0018192857,0.040313933,0.9563032,0.00064005563,0.000037887858],"about_ca_topic_score_codex":5.1647174e-7,"about_ca_topic_score_gemma":8.306972e-8,"teacher_disagreement_score":0.124007754,"about_ca_system_score_codex":0.0000072597863,"about_ca_system_score_gemma":0.0000054420025,"threshold_uncertainty_score":0.12488611},"labels":[],"label_agreement":null},{"id":"W4296513809","doi":"10.18280/mmep.090429","title":"Development and Definition of Biquadratic Transformations Using Spheres and Two-Way Hyperboloids","year":2022,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Plane (geometry); Quadratic equation; Development (topology); Order (exchange); Geometry; Connection (principal bundle); SPHERES; Mathematics; Transformation (genetics); Binary number; Computer science; Algebra over a field; Pure mathematics; Mathematical analysis; Physics","score_opus":0.025032270294379665,"score_gpt":0.20432180414169313,"score_spread":0.17928953384731347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296513809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5201184,0.00032652536,0.4791477,0.0000053314548,0.000021043086,0.00005302843,0.0000022169177,0.00003502661,0.00029069054],"genre_scores_gemma":[0.85093635,0.000077669116,0.14894418,0.0000026367584,0.000006207165,0.000021525419,0.0000010686686,0.000008562273,0.0000018203447],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994775,0.000003935785,0.00020145962,0.00008846907,0.000089592744,0.00013903946],"domain_scores_gemma":[0.99984866,0.00004659812,0.000013094819,0.000038403232,0.0000058550595,0.000047410944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012721414,0.000094115974,0.00015152524,0.000036505953,0.00014379536,0.000018228531,0.000031662315,0.000017614791,0.00001568765],"category_scores_gemma":[0.00000339168,0.00008179642,0.000010375475,0.000092895316,0.00005104859,0.00004476126,0.00004169537,0.00007923427,2.3507819e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015041327,0.000009306466,0.000002249688,0.00052133633,0.000010423798,2.2723317e-7,0.0010597921,0.8697903,0.0023805597,0.124853745,2.5486645e-7,0.0013702615],"study_design_scores_gemma":[0.00010743697,0.000017144244,0.000001498825,0.000055741508,0.000010486175,0.000011524353,0.0003432743,0.9136799,0.000539633,0.08500482,0.00011802439,0.000110512214],"about_ca_topic_score_codex":0.0000014903269,"about_ca_topic_score_gemma":1.7606727e-7,"teacher_disagreement_score":0.33081788,"about_ca_system_score_codex":0.000010295774,"about_ca_system_score_gemma":0.000002024826,"threshold_uncertainty_score":0.33355612},"labels":[],"label_agreement":null},{"id":"W4297371066","doi":"10.5539/jmr.v14n5p21","title":"Extended Angle Sum and Difference Identity Rules for Scalene Triangles","year":2022,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Octave (electronics); Combinatorics; Alpha (finance); Physics; Mathematical analysis; Geometry; Mathematical physics; Optics; Statistics","score_opus":0.05410368808190531,"score_gpt":0.3605180796969242,"score_spread":0.3064143916150189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297371066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9411661,0.0013807056,0.05519448,0.00022104928,0.00032023707,0.00018897238,0.000041229312,0.000014859588,0.0014723516],"genre_scores_gemma":[0.9856776,0.00046836058,0.013538536,0.000006067404,0.00011880651,0.000021725027,5.3956967e-7,0.00000936725,0.00015898088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99898726,0.000029615581,0.00023238962,0.00006182117,0.00047584338,0.00021304641],"domain_scores_gemma":[0.9993391,0.00039263043,0.000043813743,0.00007071711,0.000084699335,0.00006901317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016895961,0.000056717286,0.00017895803,0.00010122161,0.00029172783,0.000053761487,0.00024899445,0.000016645956,0.00009952581],"category_scores_gemma":[0.00017240527,0.000041030322,0.000042873096,0.00017133409,0.00014920814,0.00006832401,0.00018803099,0.0001990295,0.0000012973485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015497323,0.0005049638,0.0000697303,0.0011420501,0.00012759559,0.000027435804,0.0018940903,0.0015248067,0.041871883,0.8986732,0.0022568842,0.051752415],"study_design_scores_gemma":[0.00041208198,0.0002884988,0.00024574855,0.00003233661,0.000009329896,0.00003101254,0.003585125,0.00568886,0.0018498152,0.98418295,0.0035836543,0.00009059229],"about_ca_topic_score_codex":5.5713986e-7,"about_ca_topic_score_gemma":6.949726e-7,"teacher_disagreement_score":0.08550977,"about_ca_system_score_codex":0.000028274715,"about_ca_system_score_gemma":0.000008932389,"threshold_uncertainty_score":0.22437641},"labels":[],"label_agreement":null},{"id":"W4297584685","doi":"","title":"Three-dimensional reconstruction of geometry of woven reinforcement of a composite material with dual kriging algorithms","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Kriging; Composite number; Dual (grammatical number); Reinforcement; Algorithm; Geometry; Computer science; Reinforcement learning; Artificial intelligence; Mathematics; Materials science; Composite material; Machine learning","score_opus":0.008270662144169045,"score_gpt":0.20787331887522084,"score_spread":0.1996026567310518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297584685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84435046,0.0002658135,0.14511338,0.0001021357,0.00044029468,0.00025217116,0.00015669358,0.00006193453,0.009257105],"genre_scores_gemma":[0.9397292,0.00008617944,0.059981115,0.0000024846092,0.000021297676,0.000012797471,0.00009267573,0.000015814183,0.00005839178],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985061,0.0001572472,0.0005330361,0.00024934945,0.00036577272,0.00018847497],"domain_scores_gemma":[0.99810493,0.00018455418,0.00036642075,0.00047329668,0.00079660997,0.00007416151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013633968,0.00019399144,0.0004387247,0.00012459024,0.00006283867,0.000025231373,0.0003229572,0.000117370575,0.0001155077],"category_scores_gemma":[0.0000655162,0.00016565999,0.00007574825,0.00028636336,0.0005142501,0.000055108372,0.0005305346,0.00017487236,0.0000011587507],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005946365,0.00079643406,0.0022571424,0.004341163,0.0010954563,0.000007695957,0.0060391123,0.30564347,0.18661712,0.29830208,0.00036651702,0.19393918],"study_design_scores_gemma":[0.0010879317,0.000007613342,0.00066409004,0.0042268434,0.00011484055,0.000019318135,0.00029575542,0.101883024,0.8449462,0.045723807,0.00038784798,0.00064271473],"about_ca_topic_score_codex":0.00024673945,"about_ca_topic_score_gemma":0.000048972775,"teacher_disagreement_score":0.6583291,"about_ca_system_score_codex":0.00003873354,"about_ca_system_score_gemma":0.000050289033,"threshold_uncertainty_score":0.6755419},"labels":[],"label_agreement":null},{"id":"W4301167280","doi":"","title":"Variation of the conformal radius","year":2004,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Variation (astronomy); Conformal map; RADIUS; Geology; Physics; Mathematics; Geometry; Astronomy; Computer science; Computer security","score_opus":0.005214414093407696,"score_gpt":0.19215439693210787,"score_spread":0.18693998283870017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301167280","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17356445,0.00083983433,0.5958292,0.0022881792,0.0014199107,0.00048316587,0.00010632494,0.00025424125,0.2252147],"genre_scores_gemma":[0.99181515,0.0003123732,0.0072668637,0.0000208551,0.000022230259,0.00001849502,0.00002201837,0.000013042053,0.0005090016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988209,0.00027453087,0.00029427846,0.00019901192,0.00022250431,0.00018879297],"domain_scores_gemma":[0.9986387,0.00021486543,0.00013994882,0.00066390383,0.0002912473,0.00005132479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011416281,0.00015617751,0.00019980123,0.000035910638,0.00016106247,0.00006461531,0.00068605685,0.00012933528,0.000093896546],"category_scores_gemma":[0.00019951836,0.00011836166,0.00010606804,0.00022485906,0.00030464446,0.000042096664,0.0006662746,0.00027409263,0.0000072921803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044479034,0.00007634344,0.000060365994,0.0002612536,0.000049606744,3.5712665e-7,0.0040286495,0.025666768,0.003505359,0.94945365,0.00005904933,0.016834129],"study_design_scores_gemma":[0.0011396817,8.2713075e-7,0.014391611,0.0031828333,0.00011521908,0.000007442653,0.00032287394,0.0733166,0.21166283,0.67248446,0.022230815,0.0011448323],"about_ca_topic_score_codex":0.00010389907,"about_ca_topic_score_gemma":0.000046596997,"teacher_disagreement_score":0.81825066,"about_ca_system_score_codex":0.000055944874,"about_ca_system_score_gemma":0.00004590184,"threshold_uncertainty_score":0.48266485},"labels":[],"label_agreement":null},{"id":"W4312804302","doi":"10.2139/ssrn.4239526","title":"Adaptive Multigrid Strategy for Geometry Optimization of Large-Scale Three Dimensional Molecular Mechanics","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Shanghai Jiao Tong University; National Natural Science Foundation of China","keywords":"Multigrid method; Scale (ratio); Geometry; Computer science; Shape optimization; Mechanics; Classical mechanics; Mathematics; Physics; Finite element method; Mathematical analysis; Partial differential equation; Thermodynamics","score_opus":0.005481196211155373,"score_gpt":0.21963766332541065,"score_spread":0.2141564671142553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312804302","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033305097,0.002043907,0.9639449,0.000029932175,0.00028786933,0.00013004625,0.00005208973,0.000024652729,0.00018148063],"genre_scores_gemma":[0.99386984,0.00041040097,0.0055581084,0.000019400435,0.000068214904,0.00002328489,0.0000088893,0.000016424845,0.000025451045],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985435,0.000014608524,0.00019729635,0.00011881381,0.00022589965,0.0008998657],"domain_scores_gemma":[0.9997544,0.000032443706,0.00005937683,0.000066577624,0.000044950033,0.000042237225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061390566,0.000103666884,0.00015428853,0.000060215247,0.0002803341,0.000008800226,0.00017425769,0.000028962024,0.00010453831],"category_scores_gemma":[0.0000102109825,0.000091355214,0.000080038306,0.00024898653,0.000027411279,0.00005070127,0.00007676478,0.00044667211,6.2421e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004153804,0.000023526554,0.0000015813332,0.0000046403165,0.00004109672,3.879756e-7,0.00001217543,0.7480119,0.00093308504,0.2486625,0.000009762052,0.002257821],"study_design_scores_gemma":[0.00045653715,0.00042157312,0.000002175462,0.0000036779754,0.000018842768,0.000017911241,0.0012394051,0.49491385,0.0008600047,0.50167257,0.00026278145,0.00013068739],"about_ca_topic_score_codex":0.0000016250647,"about_ca_topic_score_gemma":0.000012289029,"teacher_disagreement_score":0.96056473,"about_ca_system_score_codex":0.00019138912,"about_ca_system_score_gemma":0.00008122535,"threshold_uncertainty_score":0.37253574},"labels":[],"label_agreement":null},{"id":"W4312999349","doi":"10.26897/2687-1149-2022-5-57-61","title":"STUDIES OF THE CONDITIONS OF SPRAYING LIQUIDS VIA AIR FLOW","year":2022,"lang":"en","type":"article","venue":"Agroinženeriâ","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Snow; Nozzle; Environmental science; Snow removal; Mist; Microclimate; Greenhouse; Agriculture; Meteorology; Agricultural engineering; Materials science; Environmental engineering; Atmospheric sciences; Engineering; Mechanical engineering; Geography; Agronomy; Geology; Archaeology","score_opus":0.008996727196137404,"score_gpt":0.23804869146993765,"score_spread":0.22905196427380026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312999349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881025,0.0010028959,0.0025517817,0.00022815718,0.0012644532,0.0001164782,0.0000796559,0.000052852643,0.0066012177],"genre_scores_gemma":[0.9992906,0.00005884674,0.00047520557,0.000046467347,0.000041975927,0.000023330898,0.0000014767936,0.0000053267654,0.00005676992],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949396,0.000016661497,0.00015880325,0.00007187904,0.00013982967,0.00011887505],"domain_scores_gemma":[0.9997544,0.00005496835,0.000032517302,0.00012402162,0.000018684377,0.000015352533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010991508,0.00006358831,0.00014449774,0.000018807563,0.00020115769,0.0000012798922,0.00017352214,0.000010185512,0.0001405661],"category_scores_gemma":[0.000015079841,0.000042110685,0.000053385327,0.00029553223,0.0002656187,0.000022291182,0.00023150783,0.00006266193,0.0000012489708],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016988319,0.000055094824,0.000218726,0.00016915267,0.0001426438,0.0000018359168,0.0011520378,0.6479107,0.2299703,0.115043126,0.0019160358,0.0034033675],"study_design_scores_gemma":[0.0010127559,0.00062920153,0.0039890097,0.00013869676,0.0001514327,0.0000260309,0.016372735,0.021250602,0.5176518,0.38109547,0.056724533,0.0009577286],"about_ca_topic_score_codex":0.0000021748988,"about_ca_topic_score_gemma":0.0000012927621,"teacher_disagreement_score":0.6266601,"about_ca_system_score_codex":0.00001721854,"about_ca_system_score_gemma":0.0000032414177,"threshold_uncertainty_score":0.1717224},"labels":[],"label_agreement":null},{"id":"W4316497473","doi":"10.18524/0367-1631.2022.60.265983","title":"Properties and behavior of nanoparticles","year":2022,"lang":"en","type":"article","venue":"Physics of aerodisperse systems","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Nanoparticle; Nanomaterials; Nanotechnology; Materials science; Cladding (metalworking); Surface energy; Metal; Composite material; Metallurgy","score_opus":0.016219456287416993,"score_gpt":0.20324015406298188,"score_spread":0.18702069777556488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316497473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99742544,0.00061225117,0.00014315305,0.0000040526447,0.00020148385,0.00009630622,0.000025943307,0.000018951803,0.0014724294],"genre_scores_gemma":[0.9998169,0.000026619588,0.00006340847,0.0000012216306,0.000027883276,0.000041490515,5.637471e-7,0.0000049262567,0.000017006592],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960095,0.000009521461,0.0001245373,0.000063218155,0.000114753886,0.00008703411],"domain_scores_gemma":[0.99986535,0.000008670621,0.000025507228,0.000069113,0.000012346703,0.000019017336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006903669,0.00005086958,0.00013313662,0.0000090694975,0.000059490387,0.00000439895,0.000065417946,0.0000062599174,0.000014080875],"category_scores_gemma":[0.0000020211035,0.000040059997,0.000017870865,0.00009669655,0.00014225653,0.00003029782,0.00007226771,0.000029489103,8.7013626e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013951303,0.00008110342,0.00039322212,0.00034296038,0.000022087668,6.8900886e-7,0.0007887595,0.046327442,0.8217284,0.12768961,0.000041672625,0.0025700578],"study_design_scores_gemma":[0.0015017065,0.0009324146,0.0017128745,0.00019978311,0.0002289023,0.000019383022,0.066214,0.056761242,0.8493496,0.017187158,0.0046629044,0.0012300125],"about_ca_topic_score_codex":0.00001529638,"about_ca_topic_score_gemma":2.1172087e-7,"teacher_disagreement_score":0.11050246,"about_ca_system_score_codex":0.000006574999,"about_ca_system_score_gemma":0.0000017441979,"threshold_uncertainty_score":0.16335993},"labels":[],"label_agreement":null},{"id":"W4320003114","doi":"10.18280/mmep.090609","title":"Analysis of Kinematic Processes in Physics Based on Functional-Graphical Lines in Mathematics","year":2022,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intuition; Kinematics; Representation (politics); Computer science; Function (biology); Point (geometry); Process (computing); Theoretical computer science; Algebra over a field; Mathematics; Epistemology; Geometry; Pure mathematics; Programming language; Physics","score_opus":0.01477263077363398,"score_gpt":0.20368195260510008,"score_spread":0.1889093218314661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320003114","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22430307,0.000110253764,0.7748061,0.000028722836,0.00004452107,0.0001418234,0.000008268631,0.000067307934,0.0004899697],"genre_scores_gemma":[0.9887872,0.00003543699,0.011030094,0.0000070964097,0.000012701841,0.00010277851,0.0000047686513,0.00001440317,0.0000055202313],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903953,0.000007287272,0.0003656738,0.00015516584,0.0002254476,0.0002068964],"domain_scores_gemma":[0.9995188,0.00029475574,0.000027328811,0.00010737153,0.000013351025,0.000038405797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028214033,0.00014111439,0.00038263542,0.00027342475,0.000038268066,0.000012204326,0.00008841078,0.000031973643,0.00003626591],"category_scores_gemma":[0.000034580153,0.00011988049,0.00004735459,0.0015891434,0.000043315576,0.000026886835,0.00003912757,0.0001755871,6.222357e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044062645,0.000120089324,0.00005485837,0.0011883904,0.000025842166,8.9391426e-7,0.0003325169,0.9748885,0.00009746849,0.023183724,3.7651168e-7,0.00010294665],"study_design_scores_gemma":[0.00013367849,0.000030748044,0.00003288195,0.00012628634,0.000035099525,4.1433628e-7,0.000082038845,0.94838184,0.00004544137,0.050990596,0.000012259409,0.00012874292],"about_ca_topic_score_codex":0.0000016747289,"about_ca_topic_score_gemma":7.244928e-7,"teacher_disagreement_score":0.76448417,"about_ca_system_score_codex":0.000021790587,"about_ca_system_score_gemma":0.0000042712795,"threshold_uncertainty_score":0.48885846},"labels":[],"label_agreement":null},{"id":"W4353002179","doi":"10.21632/jpmi.4.2.231-243","title":"Peningkatan Kompetensi SMK dengan Keterampilan Computer Aided Design","year":2022,"lang":"en","type":"article","venue":"Jurnal Pemberdayaan Masyarakat Indonesia","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Vocational education; CAD; Curriculum; Service (business); Mathematics education; Vocational school; Field (mathematics); Unemployment; Community service; Medical education; Engineering management; Psychology; Pedagogy; Engineering; Business; Marketing; Political science; Medicine; Mathematics; Public relations; Engineering drawing; Economic growth","score_opus":0.009989257404384482,"score_gpt":0.20240662489636846,"score_spread":0.192417367491984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353002179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8858467,0.000276768,0.104844816,0.00021432134,0.0026710525,0.00040810867,0.00004395794,0.000543567,0.0051507624],"genre_scores_gemma":[0.992584,0.00003316912,0.0062270644,0.0003370758,0.00057677366,0.00007161997,0.000014497028,0.00004969169,0.00010613425],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997891,0.000117421405,0.00041541245,0.00038751436,0.00050691905,0.00068174116],"domain_scores_gemma":[0.999228,0.00015800323,0.00007469002,0.00029077413,0.00003558673,0.00021294312],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046650466,0.000332002,0.00039595953,0.00013502642,0.00080345245,0.00011540854,0.0005307632,0.000057144774,0.0005569134],"category_scores_gemma":[0.00000801214,0.00029914634,0.00012530919,0.00055325666,0.00017194914,0.00013715187,0.00036805816,0.00053010456,0.00006965601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066919636,0.0002874292,0.008014946,0.00020197287,0.0003305906,0.0008737016,0.0019522278,0.8404844,0.030619117,0.048795063,0.017331535,0.05043984],"study_design_scores_gemma":[0.009921664,0.0042119697,0.091396526,0.0002455613,0.00040469354,0.0034459864,0.005130951,0.45298576,0.02205978,0.1256876,0.27535707,0.009152454],"about_ca_topic_score_codex":0.00000420934,"about_ca_topic_score_gemma":0.0000011123677,"teacher_disagreement_score":0.38749862,"about_ca_system_score_codex":0.00012049894,"about_ca_system_score_gemma":0.000017465418,"threshold_uncertainty_score":0.99994606},"labels":[],"label_agreement":null},{"id":"W4366814908","doi":"","title":"TECHNIQUE AND TECHNOLOGY OF VISUAL CONTROL OF INNER SURFACES OF CASTINGS AND MOLDS","year":2016,"lang":"en","type":"article","venue":"Litiyo i Metallurgiya (FOUNDRY PRODUCTION AND METALLURGY)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Engineering drawing; Metallurgy; Materials science; Engineering","score_opus":0.004289977741594803,"score_gpt":0.2131044045541954,"score_spread":0.2088144268126006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366814908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96736634,0.001741473,0.029128097,0.0003163492,0.00026333603,0.00028127478,0.000009455225,0.00006180515,0.0008318424],"genre_scores_gemma":[0.9957105,0.0013855093,0.0026587204,0.0000047005838,0.00003403243,0.000022652674,5.342595e-7,0.000010990606,0.00017235654],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990268,0.00002347086,0.00038688784,0.0002519812,0.00012945734,0.00018143508],"domain_scores_gemma":[0.9995251,0.00007113421,0.00012021647,0.00012855696,0.00009948943,0.000055491822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000402666,0.00015728187,0.00047131817,0.00017162685,0.00004651214,0.000006277789,0.00006791534,0.00009499997,0.000054527343],"category_scores_gemma":[0.00016077585,0.00010259725,0.00003176573,0.00034379854,0.0012125609,0.0001397225,0.0000796367,0.000063136125,7.384316e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051152347,0.000046059256,0.00020037385,0.00038089202,0.00013261179,8.874494e-7,0.00008083283,0.00012914522,0.9025764,0.061696954,0.0000027393542,0.034701955],"study_design_scores_gemma":[0.0015474315,0.00090536947,0.00084114197,0.00040675353,0.00030021247,0.000120819685,0.00127396,0.00092313765,0.89714974,0.08388513,0.011929128,0.0007171884],"about_ca_topic_score_codex":0.000005843779,"about_ca_topic_score_gemma":0.0000020794396,"teacher_disagreement_score":0.033984765,"about_ca_system_score_codex":0.00000582596,"about_ca_system_score_gemma":0.000005414825,"threshold_uncertainty_score":0.44677314},"labels":[],"label_agreement":null},{"id":"W4380084319","doi":"10.1080/15376494.2023.2222138","title":"Modeling of the effect of ATH fillers on the rheology, curing kinetics, and flexural properties of the epoxy resin forming the hydraulic turbines’ stay vanes extension","year":2023,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rheology; Epoxy; Materials science; Curing (chemistry); Flexural strength; Composite material; Thermosetting polymer; Kinetics","score_opus":0.008213586599203711,"score_gpt":0.20703318801384726,"score_spread":0.19881960141464355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380084319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982823,0.00052947225,0.00021125562,0.00011632272,0.00051161705,0.00028572444,0.000025101379,0.0000133734375,0.000024811874],"genre_scores_gemma":[0.99942213,0.00039776968,0.00011802554,0.000011253757,0.00002501782,0.000008470813,5.1179944e-7,0.0000102410995,0.00000659654],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992062,0.000055224693,0.00029031912,0.00012404278,0.00016050693,0.00016372405],"domain_scores_gemma":[0.9994952,0.000125361,0.00011250123,0.00022306868,0.00003054398,0.0000133451895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002998966,0.00014285759,0.00029363626,0.000022623262,0.00015692736,0.000009562638,0.00023325918,0.00004531175,0.0000051528054],"category_scores_gemma":[0.00013252301,0.0000512793,0.000043105858,0.00013915283,0.00027485247,0.000031105854,0.00026248055,0.00006596656,3.537564e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008334781,0.0000014691179,0.0000039154925,0.00026130912,0.000014923284,8.228083e-8,0.00025582788,0.14428079,0.8258629,0.028370064,0.0000018306795,0.000863557],"study_design_scores_gemma":[0.00014610306,0.000110636225,0.0001372099,0.00017274586,0.000019045854,0.0000014408309,0.0004939068,0.014282747,0.9257066,0.058853026,0.00001022773,0.00006626872],"about_ca_topic_score_codex":0.000012110615,"about_ca_topic_score_gemma":0.0000033188821,"teacher_disagreement_score":0.12999804,"about_ca_system_score_codex":0.0000042915804,"about_ca_system_score_gemma":0.0000022942072,"threshold_uncertainty_score":0.20911092},"labels":[],"label_agreement":null},{"id":"W4380433621","doi":"10.4171/owr/2022/37","title":"Calculus of Variations","year":2023,"lang":"de","type":"article","venue":"Oberwolfach Reports","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Scope (computer science); Calculus (dental); Subject (documents); Domain (mathematical analysis); Measure (data warehouse); Calculus of variations; Computer science; Boundary (topology); Mathematics; Mathematical economics; Algebra over a field; Pure mathematics; Mathematical analysis","score_opus":0.009350999322165017,"score_gpt":0.24056651886206382,"score_spread":0.2312155195398988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380433621","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3360209,0.010879763,0.1844226,0.0020283635,0.05438454,0.0017745454,0.0004908613,0.002263805,0.40773463],"genre_scores_gemma":[0.99666184,0.00077155867,0.00059428444,0.000014526408,0.00040001047,0.000018400277,0.000030407342,0.000020965783,0.0014879897],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983802,0.0000152539105,0.0005917168,0.00028253556,0.00030549132,0.00042482192],"domain_scores_gemma":[0.9992771,0.00008026288,0.00014007589,0.00033607785,0.00005197424,0.000114464696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004299404,0.00017246153,0.00031418842,0.000092428854,0.00015414535,0.000025336874,0.00011289329,0.00010540263,0.00053715013],"category_scores_gemma":[0.00014053637,0.00015078024,0.000108098204,0.0011003069,0.00019952786,0.000053026284,0.00016702278,0.00011731473,0.0003162829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024205026,0.00020471346,0.0013756489,0.0009431882,0.00059520686,0.0011610009,0.0017361786,0.1307,0.014245582,0.76706666,0.017555308,0.0643923],"study_design_scores_gemma":[0.00044913957,0.00021552763,0.008919191,0.0002981362,0.00038257954,0.00006126854,0.0007799806,0.058597617,0.014699454,0.282086,0.6321266,0.0013844812],"about_ca_topic_score_codex":0.000030918436,"about_ca_topic_score_gemma":0.0000015839202,"teacher_disagreement_score":0.66064095,"about_ca_system_score_codex":0.000028451572,"about_ca_system_score_gemma":0.000018107461,"threshold_uncertainty_score":0.61486393},"labels":[],"label_agreement":null},{"id":"W4381245603","doi":"10.48550/arxiv.2306.09375","title":"Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Samsung; Tencent; Canadian Institute for Advanced Research; Natural Sciences and Engineering Research Council of Canada; Institut de Valorisation des Données; Microsoft Research","keywords":"Benchmarking; Representation (politics); Computer science; Artificial intelligence; Basis (linear algebra); Frame (networking); Symmetry (geometry); Data science; Theoretical computer science; Geometry; Mathematics","score_opus":0.05490826962358719,"score_gpt":0.21226268642822457,"score_spread":0.15735441680463738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381245603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52011275,0.00013387825,0.47621214,0.00003854283,0.00076857395,0.0009468361,0.00033621935,0.0004105749,0.0010404576],"genre_scores_gemma":[0.9957182,0.0016710659,0.0016869898,0.000012281691,0.00013684481,0.000016413438,0.000104194965,0.000028685849,0.00062532024],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989526,0.000013279315,0.00020466417,0.0004536653,0.000062696316,0.00031305008],"domain_scores_gemma":[0.9994083,0.00012758528,0.00007585331,0.0002427775,0.000050506256,0.00009497274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015901314,0.00022634827,0.00031461607,0.00023234615,0.00012513832,0.000070813854,0.00024686227,0.0001736138,0.000042741878],"category_scores_gemma":[0.00009821223,0.00022420897,0.00006569341,0.00065615034,0.00013993245,0.00008017279,0.00045609445,0.00012565487,0.00001525247],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021713924,0.0000451049,0.00017180154,0.0026750022,0.00029245418,0.00005661559,0.00011485458,0.6546226,0.0050920756,0.33248556,0.0011627509,0.003064031],"study_design_scores_gemma":[0.0015512714,0.00019419515,0.0009074884,0.0003414758,0.00023200543,0.000003021675,0.0007884457,0.1327255,0.018423917,0.8390061,0.0043093143,0.001517215],"about_ca_topic_score_codex":0.000029992128,"about_ca_topic_score_gemma":0.000010071992,"teacher_disagreement_score":0.5218971,"about_ca_system_score_codex":0.00007160453,"about_ca_system_score_gemma":0.000013058984,"threshold_uncertainty_score":0.91429764},"labels":[],"label_agreement":null},{"id":"W4386289146","doi":"10.1088/978-0-7503-5321-2ch5","title":"Potential energy surfaces","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Environmental science; Materials science","score_opus":0.006011688915080761,"score_gpt":0.18660714334913614,"score_spread":0.1805954544340554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386289146","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009260013,0.00019445679,0.0062900954,0.000025800862,0.0013600305,0.000023286337,0.00002577437,0.00048314306,0.9915882],"genre_scores_gemma":[0.015983405,0.0019983763,0.00022788215,0.000035380795,0.0003597181,0.0000034072136,0.00001416021,0.000047227368,0.98133045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99938726,7.6758135e-7,0.00013004342,0.00015366354,0.00013984286,0.0001884377],"domain_scores_gemma":[0.9998048,0.000018341349,0.000012756932,0.00010227983,0.000010251027,0.000051600167],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000324729,0.00017379934,0.000187759,0.000035178877,0.000057013473,0.000021808097,0.00013301967,0.00012631161,0.0018703752],"category_scores_gemma":[0.0000012720135,0.00013192109,0.00006176859,0.000027701673,0.00011916732,0.000017124476,0.00008910182,0.00007971864,0.00049609266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011595693,5.1715193e-7,2.5994401e-8,0.0000138734285,0.00002250778,0.000007693651,0.0000020340146,0.004649705,0.00006041352,0.98440623,0.003509271,0.007326562],"study_design_scores_gemma":[0.000023835542,0.000008632674,4.9685474e-7,0.000013088339,0.000007886815,6.8012343e-7,0.0000060813127,0.0009522557,0.0000992857,0.63259697,0.36609805,0.00019271777],"about_ca_topic_score_codex":0.000002289872,"about_ca_topic_score_gemma":0.000004350408,"teacher_disagreement_score":0.36258876,"about_ca_system_score_codex":0.000010712258,"about_ca_system_score_gemma":0.0000018661678,"threshold_uncertainty_score":0.99904203},"labels":[],"label_agreement":null},{"id":"W4386903279","doi":"10.23977/jemm.2023.080401","title":"Research and Innovative Application of Biomimetic Tessellation Principles","year":2023,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics and Machinery","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tessellation (computer graphics); Biomimetic materials; Flexibility (engineering); Biomimetics; Stability (learning theory); Nanotechnology; Computer science; Engineering; Biological system; Materials science; Mathematics; Computer graphics (images); Biology; Machine learning","score_opus":0.018364561611046857,"score_gpt":0.27728873070838483,"score_spread":0.25892416909733795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386903279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72211933,0.00053186563,0.27672777,0.00005546743,0.00023023924,0.00006774253,0.000004888251,0.0000320072,0.000230713],"genre_scores_gemma":[0.99712515,0.00083874026,0.0019625071,0.0000014708435,0.000057097506,0.0000018373106,7.6151935e-7,0.000006706603,0.0000057519055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952435,0.00000449259,0.0001915951,0.00005209992,0.00012213136,0.00010534517],"domain_scores_gemma":[0.99969304,0.0001017034,0.000038014456,0.000039605446,0.000092498274,0.00003515869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059468346,0.000054064363,0.00012150212,0.00020217827,0.00003300485,0.000010802786,0.00005190575,0.000029146293,0.0000015091777],"category_scores_gemma":[0.000049917184,0.000041311832,0.00001001043,0.00067662273,0.000022316111,0.00004279402,0.000049457376,0.00010766515,5.83654e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013231649,0.000011224504,0.00005862432,0.00022872658,0.00003476496,0.0000020947575,0.00014325057,0.117877595,0.2019416,0.6635951,0.00003447753,0.016059317],"study_design_scores_gemma":[0.00024527716,0.00016130664,0.0010302943,0.000083536215,0.000008974657,0.000013996239,0.00026053077,0.8713005,0.012519432,0.111189134,0.0030472076,0.00013981316],"about_ca_topic_score_codex":7.887065e-7,"about_ca_topic_score_gemma":1.2677599e-7,"teacher_disagreement_score":0.7534229,"about_ca_system_score_codex":0.000007961733,"about_ca_system_score_gemma":0.0000029315074,"threshold_uncertainty_score":0.16846476},"labels":[],"label_agreement":null},{"id":"W4386998927","doi":"10.18287/2223-9537-2023-13-3-306-332","title":"The concept of a set in the theory and practice of designing","year":2023,"lang":"en","type":"article","venue":"Ontology of Designing","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Ministry of Science and Higher Education of the Russian Federation","keywords":"Set (abstract data type); Computer science; Variety (cybernetics); Object (grammar); Artifact (error); Class (philosophy); Element (criminal law); Range (aeronautics); Multitude; Management science; Artificial intelligence; Engineering; Programming language; Epistemology","score_opus":0.0152801016424881,"score_gpt":0.2831377958086688,"score_spread":0.2678576941661807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386998927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7588809,0.0071909023,0.19038329,0.0010251773,0.00058993633,0.0006074419,0.000016523367,0.00010147491,0.041204352],"genre_scores_gemma":[0.9974495,0.0002099951,0.0022911814,0.000019145991,0.000010518785,0.00000755237,3.3520274e-7,0.0000032678768,0.000008456406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993375,0.00017764958,0.00018832122,0.00006770623,0.00008093507,0.00014788898],"domain_scores_gemma":[0.9953089,0.0045187664,0.00006237748,0.00008143148,0.00001840975,0.000010155467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001855091,0.000055653712,0.00015107224,0.000028438973,0.00006851637,0.000003938202,0.00014876043,0.00003392125,0.0000040728137],"category_scores_gemma":[0.0005302695,0.00003127098,0.000016664182,0.00025567712,0.00060774694,0.000034685927,0.000037663158,0.00007134223,5.2910553e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020279805,0.00001739637,0.00041134967,0.00008962706,0.00007179562,0.000009034829,0.0151947765,0.007593607,0.062410876,0.88552254,0.0001820009,0.02829421],"study_design_scores_gemma":[0.0011716003,0.0006112558,0.0033538528,0.000251608,0.00011243938,0.00004895505,0.16789487,0.0034844046,0.13538232,0.6831468,0.0041392837,0.00040260347],"about_ca_topic_score_codex":0.000005307745,"about_ca_topic_score_gemma":0.0000024891413,"teacher_disagreement_score":0.23856863,"about_ca_system_score_codex":0.0000029512137,"about_ca_system_score_gemma":0.000003882981,"threshold_uncertainty_score":0.22392689},"labels":[],"label_agreement":null},{"id":"W4388322801","doi":"10.1093/oso/9780199212903.003.0002","title":"Manifolds","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Toronto","funders":"","keywords":"Manifold (fluid mechanics); Pure mathematics; Property (philosophy); Euclidean geometry; Mathematics; Surface (topology); Local coordinates; Key (lock); Mathematical analysis; Geometry; Computer science; Engineering; Philosophy","score_opus":0.005876669524551114,"score_gpt":0.19286204599034962,"score_spread":0.1869853764657985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388322801","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000023695331,0.00034311088,0.0016468737,0.000026030444,0.0003132688,0.000041814856,0.0000060918774,0.00022905381,0.9973914],"genre_scores_gemma":[0.004748523,0.0011378695,0.000875009,0.00012228312,0.0003167754,0.000001404901,0.0000045200723,0.000020370262,0.99277323],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99955153,3.10589e-7,0.000104246516,0.0001115292,0.00009141695,0.0001409909],"domain_scores_gemma":[0.9998314,0.000008071022,0.000008762746,0.0001005928,0.000006430255,0.000044740784],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000023095257,0.00015116621,0.00015718325,0.000022745351,0.00003425122,0.00001374419,0.000106202126,0.0001074022,0.0035207768],"category_scores_gemma":[6.377076e-7,0.0001127754,0.000046565478,0.000012096796,0.00005929949,0.000013943901,0.00002677255,0.00009256863,0.00050113915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.842202e-7,5.4599735e-7,1.27083215e-8,0.00000835289,0.000006851902,0.000002990984,0.0000019129543,0.00012563022,0.00001385206,0.92303145,0.002871302,0.07393653],"study_design_scores_gemma":[0.000013441372,0.000009193423,3.956348e-7,0.000008938218,0.0000035852988,7.193204e-7,0.000001167161,0.00003640554,0.000035046804,0.4644928,0.53528666,0.000111644506],"about_ca_topic_score_codex":1.1831237e-7,"about_ca_topic_score_gemma":4.8329923e-7,"teacher_disagreement_score":0.5324154,"about_ca_system_score_codex":0.000014305132,"about_ca_system_score_gemma":0.0000010212616,"threshold_uncertainty_score":0.99739015},"labels":[],"label_agreement":null},{"id":"W4388322987","doi":"10.1093/oso/9780199212903.003.0010","title":"Pseudo-rigid bodies","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Toronto","funders":"","keywords":"Orientation (vector space); Object (grammar); Element (criminal law); Point (geometry); Rigid body; Geometry; Fixed point; Current (fluid); Mathematics; Physics; Computer science; Mathematical analysis; Classical mechanics; Artificial intelligence","score_opus":0.0067890162426135995,"score_gpt":0.20370611451689985,"score_spread":0.19691709827428625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388322987","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007719563,0.0005803675,0.0013046222,0.000052007195,0.00043094202,0.000060171227,0.000012434467,0.00029343436,0.9972583],"genre_scores_gemma":[0.004826014,0.0028564709,0.0019910608,0.0001773565,0.00047302135,0.000003421096,0.000007060194,0.000029904864,0.9896357],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934816,6.2665634e-7,0.00015390318,0.00016156909,0.00012739975,0.00020832685],"domain_scores_gemma":[0.9997608,0.00001693303,0.00001529898,0.00013513611,0.000012015047,0.00005979405],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000034476918,0.00022179919,0.00024612606,0.000034225708,0.0000650644,0.000023788993,0.00014301586,0.00012900557,0.002529004],"category_scores_gemma":[0.000001998737,0.00016171215,0.00006908461,0.000012490668,0.00014150573,0.000025042476,0.000044643428,0.00013640923,0.00048193772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015192364,0.0000011264706,5.6219864e-8,0.000017469561,0.000014836582,0.000003506071,0.00000836127,0.00020624408,0.000030567375,0.94123304,0.0047666617,0.053716607],"study_design_scores_gemma":[0.000021202603,0.00001420121,6.047356e-7,0.00001714057,0.0000061868636,0.0000010141996,0.000003559926,0.000057503286,0.00006815394,0.47553644,0.5241051,0.00016892113],"about_ca_topic_score_codex":3.2147162e-7,"about_ca_topic_score_gemma":0.0000014368295,"teacher_disagreement_score":0.5193384,"about_ca_system_score_codex":0.000019310513,"about_ca_system_score_gemma":0.0000018995678,"threshold_uncertainty_score":0.9983828},"labels":[],"label_agreement":null},{"id":"W4389327433","doi":"10.1130/abs/2023am-393407","title":"CALC-SILICATE MAGMAS GENERATED BY LIMESTONE ASSIMILATION TO FORM \"MAGMATIC SKARN\"","year":2023,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Skarn; Geology; Geochemistry; Silicate; Assimilation (phonology); Petrology; Seismology; Hydrothermal circulation; Chemistry; Fluid inclusions","score_opus":0.012952274917260163,"score_gpt":0.2461840815802105,"score_spread":0.23323180666295032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389327433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806023,0.00009938274,0.0132505745,0.0014993692,0.00013434322,0.00056153507,0.000019742623,0.000767479,0.0030652278],"genre_scores_gemma":[0.97949594,0.000212214,0.019499935,0.00031592563,0.00004975377,0.000108501,0.00007175305,0.00001715342,0.00022881673],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854183,0.00001081608,0.00032727607,0.00028168387,0.00027898295,0.0005593878],"domain_scores_gemma":[0.9994572,0.000084531785,0.00008050752,0.0001544594,0.000055138447,0.00016815399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017129297,0.00021214735,0.00032778867,0.000019887322,0.00016512143,0.000031706844,0.00020151041,0.000110310335,0.00008235712],"category_scores_gemma":[0.000021899254,0.00013963359,0.00009090671,0.0010845715,0.00056202715,0.00007271584,0.00009006674,0.00016361898,0.00010605663],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017067968,0.0005581445,0.0013425363,0.0004595151,0.00038000738,0.00001443664,0.0019519828,0.2316291,0.046243344,0.000897706,0.03934979,0.6770027],"study_design_scores_gemma":[0.0038643577,0.011441376,0.079448186,0.0004613192,0.00034328387,0.000029501114,0.011277841,0.2036266,0.078555115,0.049550366,0.5558493,0.005552762],"about_ca_topic_score_codex":0.000032268646,"about_ca_topic_score_gemma":0.0000011125787,"teacher_disagreement_score":0.67145,"about_ca_system_score_codex":0.000026438634,"about_ca_system_score_gemma":0.0000065410936,"threshold_uncertainty_score":0.56940925},"labels":[],"label_agreement":null},{"id":"W4389584819","doi":"10.17118/11143/20883","title":"On deriving test cases for benchmarking methods for simulating transportcharacteristics of triply periodic minimal surfaces","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Benchmarking; Computer science; Test (biology); Geology","score_opus":0.023966479732795455,"score_gpt":0.3319930909516535,"score_spread":0.30802661121885805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51232743,0.000030108267,0.4862966,0.00002069344,0.00036934612,0.00025135267,0.00010348712,0.00013333707,0.000467669],"genre_scores_gemma":[0.8942669,0.000029052318,0.10548933,0.000013334622,0.00008566936,0.00004281249,0.000014962569,0.000014733285,0.00004318832],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992225,0.0000057570924,0.00026958354,0.00015404218,0.00006679014,0.00028132647],"domain_scores_gemma":[0.9966391,0.003185721,0.000037066347,0.000068776644,0.000029312268,0.000040076004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035414845,0.00012204188,0.00024474808,0.00004690647,0.00015952584,0.000019590498,0.0000888287,0.000040996212,0.00005056534],"category_scores_gemma":[0.00038139187,0.00009666807,0.00007711106,0.00022662735,0.000080003236,0.000033922275,0.000016635995,0.0000351087,9.180348e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024432622,0.00009030613,0.0010089773,0.0020454202,0.00010606271,0.0000060256457,0.0015489294,0.31732956,0.21802205,0.05373242,0.00025183865,0.40561408],"study_design_scores_gemma":[0.00063877646,0.0007654856,0.0017050367,0.00013474784,0.00005176308,0.0000013572528,0.0013180313,0.91749537,0.039946616,0.0314723,0.005974213,0.0004963032],"about_ca_topic_score_codex":0.000001439133,"about_ca_topic_score_gemma":0.000001524845,"teacher_disagreement_score":0.6001658,"about_ca_system_score_codex":0.000009735616,"about_ca_system_score_gemma":0.0000039703814,"threshold_uncertainty_score":0.39420095},"labels":[],"label_agreement":null},{"id":"W4389584874","doi":"10.17118/11143/20876","title":"On the interaction between a body-meshed end-plate and an actuator linebased on an anisotropic Gaussian kernel","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Alliance de recherche numérique du Canada; Mitacs","keywords":"Actuator; Kernel (algebra); Gaussian; Line (geometry); Anisotropy; Computer science; Physics; Geometry; Mathematics; Optics; Artificial intelligence; Pure mathematics","score_opus":0.013235369547424814,"score_gpt":0.2729358571258663,"score_spread":0.2597004875784415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389584874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900135,0.0000022174288,0.0012868083,0.00035524057,0.00024224973,0.000102468584,0.000015009255,0.0002734863,0.007709037],"genre_scores_gemma":[0.9993006,0.000032987286,0.000146913,0.00015292638,0.00022677625,0.000010802914,0.000013985417,0.000011927907,0.00010307775],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993654,0.000018117533,0.0001092612,0.00018072639,0.00011215633,0.00021433117],"domain_scores_gemma":[0.99957806,0.0001624908,0.000013675006,0.00014851186,0.0000058789233,0.00009138548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012111056,0.000121664125,0.00011481617,0.000042342414,0.00016873087,0.000058717076,0.00010947542,0.000039456645,0.00034038333],"category_scores_gemma":[0.000018948285,0.00006862738,0.000018804792,0.00019414225,0.00007571055,0.00008926464,0.000032038508,0.00011048001,0.0000953763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001778295,0.000106257496,0.0003938025,0.000049091723,0.00008894442,0.000014915209,0.0009092135,0.008069175,0.019148612,0.88038933,0.0011619634,0.08949088],"study_design_scores_gemma":[0.0026917802,0.004696283,0.07326728,0.00021857953,0.00009871612,0.000005226386,0.0076740133,0.22948444,0.0668415,0.5814326,0.031403188,0.0021864371],"about_ca_topic_score_codex":0.000007847801,"about_ca_topic_score_gemma":0.0000048780303,"teacher_disagreement_score":0.29895675,"about_ca_system_score_codex":0.000015064242,"about_ca_system_score_gemma":0.0000016776836,"threshold_uncertainty_score":0.37269586},"labels":[],"label_agreement":null},{"id":"W4390920645","doi":"10.2139/ssrn.4696676","title":"Encapsulation of Carrageenan/Graphene Oxide Hydrogels in 3d Printed Scaffolds for Dye Removal from Water","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Self-healing hydrogels; Graphene; 3d printed; Encapsulation (networking); Oxide; Materials science; Carrageenan; Chemical engineering; Nanotechnology; Chemistry; Biomedical engineering; Polymer chemistry; Computer science; Engineering","score_opus":0.0049807988558086885,"score_gpt":0.2252852546264056,"score_spread":0.22030445577059693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390920645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9538236,0.0035418654,0.040550873,0.000086197004,0.00096531503,0.00024916502,0.000047466754,0.00005748466,0.0006779971],"genre_scores_gemma":[0.9950629,0.0026178288,0.0018316736,0.000006020637,0.00031711406,0.000026358193,0.000029198194,0.0000345113,0.000074412936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976398,0.000021276392,0.00052019977,0.00028984647,0.00020688845,0.0013220113],"domain_scores_gemma":[0.9996374,0.000039103405,0.0000685008,0.000163004,0.00003847152,0.000053498483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007880444,0.00025604098,0.00041515194,0.00016781021,0.00006027339,0.0000421539,0.00030559354,0.00019680617,0.000028638453],"category_scores_gemma":[0.000012349981,0.0001796614,0.0001868443,0.0001555572,0.000083398154,0.00003831717,0.00025811183,0.0010203613,0.0000053132326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032468414,0.00010322326,0.00016469181,0.00081500993,0.0012907084,0.000025476635,0.0013466759,0.32066485,0.21377489,0.3801704,0.000031813546,0.081287585],"study_design_scores_gemma":[0.0002563514,0.000045842262,0.000030301117,0.0001846135,0.000052639683,0.000013115648,0.00026671062,0.008192669,0.020332444,0.969887,0.00050004345,0.00023825472],"about_ca_topic_score_codex":0.00006836434,"about_ca_topic_score_gemma":0.00014854025,"teacher_disagreement_score":0.5897166,"about_ca_system_score_codex":0.00037158575,"about_ca_system_score_gemma":0.00010728696,"threshold_uncertainty_score":0.7326379},"labels":[],"label_agreement":null},{"id":"W4391287310","doi":"","title":"Symbolic equational algebraic thinking in young students","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Algebraic number; Algebra over a field; Computer science; Equational logic; Mathematics education; Programming language; Mathematics; Pure mathematics; Rewriting","score_opus":0.007048312226718082,"score_gpt":0.22686148025943817,"score_spread":0.21981316803272008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391287310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8599158,0.00017058755,0.058991786,0.0012777415,0.00030644645,0.00015271117,0.000010308744,0.0004309457,0.07874369],"genre_scores_gemma":[0.9962593,0.00028193629,0.0023027428,0.00002582749,0.0000174167,0.00002703422,0.000032152093,0.000013034051,0.0010405551],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99875766,0.00024395944,0.00020658554,0.00020346646,0.0003148378,0.00027351064],"domain_scores_gemma":[0.9991375,0.00040088018,0.000031201478,0.0002637668,0.00010628855,0.000060358696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00204655,0.00010712366,0.00012601256,0.00010628502,0.00021468422,0.00011325105,0.0004861326,0.00004743954,0.00010889939],"category_scores_gemma":[0.00021794855,0.00010247547,0.000036418354,0.0008098996,0.00011339527,0.00008767074,0.00026163267,0.00012174104,0.00011519264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026718585,0.00006977634,0.008410581,0.000034459696,0.000016823102,0.0000033136798,0.0048301443,0.0021108321,0.0026763498,0.9667084,0.00017264216,0.014963955],"study_design_scores_gemma":[0.001129124,6.996402e-7,0.118961245,0.00076862844,0.000015322608,0.0000059197478,0.0011880952,0.08640037,0.021959815,0.7622839,0.0064791893,0.00080769305],"about_ca_topic_score_codex":0.000047164438,"about_ca_topic_score_gemma":0.00021286754,"teacher_disagreement_score":0.20442455,"about_ca_system_score_codex":0.000037902068,"about_ca_system_score_gemma":0.000008311111,"threshold_uncertainty_score":0.41788283},"labels":[],"label_agreement":null},{"id":"W4392225313","doi":"","title":"Actuators based on conducting polymers with a linear deformation in open air and compatible with a space environment","year":2017,"lang":"fr","type":"preprint","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deformation (meteorology); Actuator; Space (punctuation); Mechanical engineering; Materials science; Polymer science; Engineering; Computer science; Composite material; Electrical engineering","score_opus":0.01992770013684531,"score_gpt":0.25042579877526444,"score_spread":0.23049809863841914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392225313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7233208,0.00011152412,0.19937755,0.002759287,0.00030805147,0.0014002019,0.00003963127,0.000056182347,0.07262681],"genre_scores_gemma":[0.95402837,0.00013162938,0.045335915,0.00007226724,0.000046510133,0.00006183233,0.0000120233435,0.000019709667,0.00029173493],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877304,0.000024566207,0.00021608788,0.00041001613,0.00021591398,0.00036034954],"domain_scores_gemma":[0.9993402,0.00007756066,0.00013621573,0.0003139874,0.000009355095,0.00012272719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027765246,0.00033024486,0.00041774393,0.000062453866,0.00028918395,0.00012953921,0.00032761748,0.000105607236,0.00029946386],"category_scores_gemma":[0.000010326812,0.00021168124,0.000019571118,0.00008301391,0.00046072237,0.0001837852,0.00044893334,0.00030974476,0.000017357574],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036439448,0.00009060541,0.0023205255,0.000341428,0.000049951894,0.000011624323,0.00084745366,0.92614716,0.000084056555,0.052853644,0.000005220692,0.016883949],"study_design_scores_gemma":[0.007245839,0.0026667537,0.0064317617,0.0045414506,0.00017101763,0.000022383972,0.014118511,0.90560025,0.01961825,0.019612731,0.016701926,0.0032691308],"about_ca_topic_score_codex":0.00075695314,"about_ca_topic_score_gemma":0.000097315584,"teacher_disagreement_score":0.23070762,"about_ca_system_score_codex":0.00012439144,"about_ca_system_score_gemma":0.000024815785,"threshold_uncertainty_score":0.86321104},"labels":[],"label_agreement":null},{"id":"W4392531235","doi":"","title":"Numerical representation of composite materials based on X-ray tomography","year":2017,"lang":"en","type":"preprint","venue":"theses.fr (ABES)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Representation (politics); Tomography; Composite number; Computed tomography; Computer science; Materials science; Medicine; Composite material; Radiology; Political science","score_opus":0.01617210920215281,"score_gpt":0.2740816311293402,"score_spread":0.2579095219271874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392531235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6469918,0.0003574372,0.048050158,0.00028854102,0.0065297987,0.0011868696,0.00073601154,0.0006528124,0.29520658],"genre_scores_gemma":[0.9973184,0.00015507553,0.0020849449,0.000035689667,0.00026230753,0.000055197477,0.00004800615,0.000030966406,0.00000945118],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985047,0.000052382784,0.0003910515,0.000379888,0.00035208225,0.0003198875],"domain_scores_gemma":[0.9988136,0.00015573758,0.00017438925,0.00072314497,0.00004490826,0.000088170964],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023723832,0.0003119981,0.0006388834,0.000110816734,0.0001378116,0.00009758029,0.0005937531,0.00018275264,0.0003446323],"category_scores_gemma":[0.000053352807,0.00024696533,0.00015853022,0.00014170998,0.00033400633,0.000045222336,0.00025763508,0.0002289894,0.000036917176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039951093,0.00032209823,0.0007325172,0.001664666,0.00032962946,0.000026429198,0.00091990374,0.7973675,0.09423796,0.08775791,0.00024975938,0.015992088],"study_design_scores_gemma":[0.0013580885,0.0003693561,0.007074871,0.0019480924,0.00025002589,0.0000025121992,0.0005621281,0.03337458,0.7134301,0.2303961,0.008965408,0.002268731],"about_ca_topic_score_codex":0.00011921648,"about_ca_topic_score_gemma":7.789388e-7,"teacher_disagreement_score":0.76399297,"about_ca_system_score_codex":0.000026605027,"about_ca_system_score_gemma":0.0000072470766,"threshold_uncertainty_score":0.9999983},"labels":[],"label_agreement":null},{"id":"W4392926364","doi":"","title":"Rhéologie quasistatique et structure d’assemblages de polyèdres très polydisperses","year":2022,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Geology","score_opus":0.0077419687421541195,"score_gpt":0.22878920765704877,"score_spread":0.22104723891489464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392926364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5261764,0.014479613,0.275242,0.07519693,0.0017374398,0.00042884116,0.0007741456,0.00045132844,0.105513334],"genre_scores_gemma":[0.95757747,0.001765749,0.03165831,0.0003219307,0.00004292814,0.00004074209,0.000070140886,0.000034954748,0.008487773],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9956578,0.0026387125,0.00033094638,0.000437851,0.00032599847,0.000608667],"domain_scores_gemma":[0.9976333,0.0012649124,0.00012809243,0.0005925219,0.00019986497,0.00018130885],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025125637,0.00027134654,0.00028495627,0.000086695865,0.0008630612,0.00020049878,0.0007878596,0.00011143002,0.0022904316],"category_scores_gemma":[0.0005881729,0.00027878347,0.00012024745,0.0005920451,0.0005242898,0.00014188966,0.00075720286,0.0005206774,0.000016937875],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013243788,0.00016865341,0.00035443532,0.00008879521,0.000045885303,0.000010414534,0.007813023,0.0038473774,0.014963911,0.9309024,0.0013158381,0.040475976],"study_design_scores_gemma":[0.0011416993,0.000007375079,0.005784821,0.00058525783,0.00011403163,0.00009786778,0.013892665,0.020988367,0.15795031,0.39946544,0.398419,0.0015531505],"about_ca_topic_score_codex":0.0012125988,"about_ca_topic_score_gemma":0.00080666156,"teacher_disagreement_score":0.531437,"about_ca_system_score_codex":0.00021164583,"about_ca_system_score_gemma":0.00010299071,"threshold_uncertainty_score":0.99996644},"labels":[],"label_agreement":null},{"id":"W4394697389","doi":"10.1007/978-3-031-57793-2","title":"Discrete Geometry and Mathematical Morphology","year":2024,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; National Technical University of Athens; Università di Pisa; Université Paris-Saclay; Uppsala Universitet; Centre National de la Recherche Scientifique; Technische Universität Wien; Università degli Studi di Firenze; Università degli Studi di Siena; National and Kapodistrian University of Athens; Rijksuniversiteit Groningen; Université de Strasbourg; Université de Lorraine; Université Savoie Mont Blanc; Universidad de Sevilla; Université du Québec à Montréal","keywords":"Mathematical morphology; Computer science; Morphology (biology); Discrete geometry; Geometry; Computer graphics (images); Artificial intelligence; Mathematics; Image processing; Geology","score_opus":0.0053799860656843215,"score_gpt":0.22882078838378755,"score_spread":0.22344080231810323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394697389","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001154234,0.0014924749,0.98354346,0.00013828129,0.0014754655,0.000122033685,0.000012859822,0.00013837931,0.011922825],"genre_scores_gemma":[0.81880033,0.0009186367,0.17488432,0.0007526927,0.0021953378,0.000038400267,0.0000120777095,0.00011476368,0.0022834337],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998533,0.000005617596,0.00022554574,0.0005235632,0.0002685832,0.0004436673],"domain_scores_gemma":[0.9994136,0.00021791452,0.00001967819,0.00023308159,0.000015704856,0.00010003101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028845563,0.00026771444,0.00035119784,0.0002392807,0.00008883201,0.000141577,0.0004304996,0.0001715556,0.00007384814],"category_scores_gemma":[0.000032280455,0.00019326684,0.000039080765,0.0005249648,0.0015007065,0.00006425141,0.00053756306,0.00044563672,0.00006882976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000087684175,0.000019284309,0.000014077693,0.0010933114,0.000042048057,0.00021206158,0.00076681917,0.09692099,0.0009177007,0.16115941,0.000552085,0.7382934],"study_design_scores_gemma":[0.000045693723,0.00003941043,0.00000813603,0.00018118959,0.000008228654,0.000036399917,4.1133887e-7,0.095041394,0.0003260771,0.9017844,0.0022438762,0.00028478762],"about_ca_topic_score_codex":4.7529002e-7,"about_ca_topic_score_gemma":0.0000011783661,"teacher_disagreement_score":0.8176461,"about_ca_system_score_codex":0.00009106666,"about_ca_system_score_gemma":0.000031139443,"threshold_uncertainty_score":0.7881193},"labels":[],"label_agreement":null},{"id":"W4396884461","doi":"10.15376/frc.2022.1.91","title":"Visualisation of the 3D Microstructure of a Monodisperse Fibre Assembly Under Uniaxial Compression","year":2022,"lang":"en","type":"article","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of British Columbia","funders":"","keywords":"Microstructure; Materials science; Dispersity; Visualization; Compression (physics); Composite material; Computer science; Artificial intelligence; Polymer chemistry","score_opus":0.005705414090496678,"score_gpt":0.22108975101679362,"score_spread":0.21538433692629694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396884461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98730147,0.000041218656,0.005252571,0.00006149128,0.00039912917,0.00012203942,0.000038516067,0.00002435088,0.006759199],"genre_scores_gemma":[0.9995712,0.000005034575,0.00031636935,0.000026905765,0.000018398063,0.000005062524,0.0000019948307,0.0000034882323,0.000051540588],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996234,0.000014043444,0.00010861894,0.000057212572,0.00012180199,0.000074879936],"domain_scores_gemma":[0.99985105,0.000019573987,0.000026744698,0.00008142004,0.000009389647,0.000011810842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048190494,0.000048302958,0.00008136959,0.00001197772,0.0001025302,0.0000029372725,0.00012700884,0.000015349748,0.0003215007],"category_scores_gemma":[0.0000027913766,0.00002863628,0.000028857394,0.00016988596,0.00009389022,0.00001803765,0.00014926026,0.000052873278,3.5567209e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001893349,0.000017731327,0.00009392774,0.000042137806,0.0000116832825,8.664834e-8,0.00034658064,0.3930781,0.5096018,0.09433941,0.00028751657,0.0021620998],"study_design_scores_gemma":[0.0017538364,0.00037927774,0.014763012,0.0000983057,0.000060762282,0.000010811294,0.015657296,0.12405018,0.640333,0.16560663,0.03647511,0.0008117713],"about_ca_topic_score_codex":0.0000066189855,"about_ca_topic_score_gemma":0.0000010505768,"teacher_disagreement_score":0.26902792,"about_ca_system_score_codex":0.000012132442,"about_ca_system_score_gemma":0.0000027766168,"threshold_uncertainty_score":0.35202074},"labels":[],"label_agreement":null},{"id":"W4399695768","doi":"10.48550/arxiv.2406.09227","title":"Well-posedness of aggregation-diffusion systems with irregular kernels","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agencia Estatal de Investigación; Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Diffusion; Statistical physics; Mathematics; Computer science; Physics; Thermodynamics","score_opus":0.0170652630040213,"score_gpt":0.15919418336094326,"score_spread":0.14212892035692196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399695768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94353926,0.00059978693,0.03806827,0.000010844553,0.0014617634,0.00025741264,0.00005004969,0.00022167045,0.015790923],"genre_scores_gemma":[0.99843746,0.00045660313,0.0000978615,0.0000028073412,0.00009534702,0.0000015381144,0.000009458803,0.000021495145,0.0008774102],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991283,0.00001587517,0.00016047945,0.00039183235,0.000088245826,0.00021529463],"domain_scores_gemma":[0.99946976,0.000035576802,0.00006264116,0.0003021083,0.00005248003,0.0000774498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009207204,0.00022737744,0.00031490132,0.00009828068,0.000064014566,0.000035159268,0.00031860417,0.00015257025,0.00005789573],"category_scores_gemma":[0.0000033983818,0.00018637003,0.00007559883,0.00041666994,0.00025688787,0.000042107287,0.00048819688,0.00025034204,0.000042713134],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024028646,0.000015011512,0.00006697425,0.0007919868,0.000076341435,0.000045777604,0.00006872041,0.81023496,0.00017393447,0.1881105,0.000058592563,0.0003331684],"study_design_scores_gemma":[0.0004309035,0.00009338077,0.00008728454,0.0014162869,0.00024425803,0.0000051141974,0.0011260477,0.67137766,0.0022397244,0.31971374,0.0024466533,0.0008189439],"about_ca_topic_score_codex":0.000031581134,"about_ca_topic_score_gemma":0.0000037514374,"teacher_disagreement_score":0.1388573,"about_ca_system_score_codex":0.00006667863,"about_ca_system_score_gemma":0.000016282958,"threshold_uncertainty_score":0.7599949},"labels":[],"label_agreement":null},{"id":"W4401486906","doi":"10.37256/cm.5320243986","title":"Theorem of Alternative and Scalarization of Optimization Problems in Topological Vector Spaces","year":2024,"lang":"en","type":"article","venue":"Contemporary Mathematics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"Mathematics; Locally convex topological vector space; Topological vector space; Vector optimization; Pure mathematics; Topological space; Topology (electrical circuits); Algebra over a field; Optimization problem; Mathematical optimization; Combinatorics","score_opus":0.015868853489273846,"score_gpt":0.23803595247160492,"score_spread":0.22216709898233106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401486906","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19650829,0.002398265,0.7783928,0.00008932602,0.00024291231,0.00027083408,0.000016409958,0.00007367656,0.022007508],"genre_scores_gemma":[0.9932291,0.00020637488,0.0065219644,0.000001697116,0.000013553835,0.0000051850748,0.0000018365052,0.0000048596507,0.000015447038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996164,0.000007388214,0.00019012507,0.000067294015,0.00006310463,0.00005567553],"domain_scores_gemma":[0.999818,0.00008975529,0.00002418363,0.000042117525,0.000012088643,0.000013802342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013088722,0.000057380934,0.00014633367,0.00004080334,0.000008956654,0.000010700872,0.000047057587,0.000029372262,0.000020428908],"category_scores_gemma":[0.000025950087,0.000039680646,0.000012943716,0.00016499034,0.0001548108,0.000061156374,0.000028026829,0.000034857672,3.867296e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003836251,0.00003211394,0.00010326548,0.001041097,0.000017734154,0.0000014675737,0.0019788162,0.124018386,0.0027299556,0.86938083,0.000013148275,0.00067933975],"study_design_scores_gemma":[0.00011129092,0.000065765555,0.00003563026,0.00036414352,0.000005109773,0.0000010991184,0.00069655746,0.57265836,0.0066366703,0.41924226,0.000088905035,0.000094216746],"about_ca_topic_score_codex":0.0000013795839,"about_ca_topic_score_gemma":2.5896773e-7,"teacher_disagreement_score":0.7967208,"about_ca_system_score_codex":0.0000051164025,"about_ca_system_score_gemma":0.0000031049701,"threshold_uncertainty_score":0.16181298},"labels":[],"label_agreement":null},{"id":"W4403165958","doi":"10.1016/j.jcomc.2024.100522","title":"Analysis of the deformation of conical shells made by 4D Printing of composites","year":2024,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Composite material; Conical surface; Deformation (meteorology); Materials science","score_opus":0.016646793625954365,"score_gpt":0.3210554102371526,"score_spread":0.3044086166111982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403165958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975638,0.0006286938,0.010903201,0.00006439863,0.00027142564,0.0002046311,0.00008906982,0.000025877138,0.012174729],"genre_scores_gemma":[0.9994119,0.00006070087,0.00045820183,0.00001267103,0.00001304624,0.000006222202,0.00001343478,0.000004946507,0.000018923389],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992372,0.0000139745425,0.00037587917,0.00011144017,0.00014219938,0.00011930882],"domain_scores_gemma":[0.99957514,0.00012917742,0.00007323093,0.00016324781,0.00003369518,0.000025516401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018521798,0.00008440748,0.0003090064,0.00005644072,0.00006501404,0.00015473284,0.0009083505,0.00002947311,0.00015750121],"category_scores_gemma":[0.000008415969,0.000053327494,0.00009217357,0.0010021919,0.0002546309,0.00025354026,0.00073002215,0.000064590626,0.0000015248935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050225168,0.00013636537,0.037079897,0.0011308964,0.0014842836,6.2816554e-7,0.0006481263,0.31710154,0.52379686,0.10967936,0.000936335,0.007955526],"study_design_scores_gemma":[0.00013564403,0.00003212852,0.007453281,0.00025557075,0.00038630137,5.6607576e-7,0.000112285496,0.2134176,0.7722847,0.0033718764,0.0023648883,0.00018516235],"about_ca_topic_score_codex":0.000017070599,"about_ca_topic_score_gemma":0.000002083898,"teacher_disagreement_score":0.24848786,"about_ca_system_score_codex":0.00001059156,"about_ca_system_score_gemma":0.0000054335474,"threshold_uncertainty_score":0.21746321},"labels":[],"label_agreement":null},{"id":"W4403306712","doi":"10.1017/9781009302180.024","title":"Definition of Optimization Problems","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science","score_opus":0.013214909031141298,"score_gpt":0.17400704892917046,"score_spread":0.16079213989802915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403306712","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014722977,0.00022945426,0.015640607,0.0000021406677,0.0002932735,0.00011344106,0.00012715464,0.00013060702,0.9834486],"genre_scores_gemma":[0.0044071344,0.00097054185,0.001975993,0.0000049082646,0.00009245461,7.9163885e-7,0.00003826499,0.000032878528,0.99247706],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953115,0.0000018864066,0.00010777607,0.00014934839,0.00010036739,0.000109497574],"domain_scores_gemma":[0.99977446,0.00001523022,0.00003281194,0.000106942854,0.000031332722,0.0000392318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028900924,0.00014242447,0.00017706324,0.000061718594,0.000042592095,0.000011498227,0.00012347012,0.00012187077,0.000010426817],"category_scores_gemma":[0.0000010625888,0.00014247166,0.00006584265,0.000010267655,0.00018329719,0.00002489687,0.000101284226,0.00012403534,0.0000071203535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054943957,0.0000011659603,1.718354e-8,0.00026062859,0.000035583827,0.0000068854465,0.000010365192,0.0083903335,0.0000510487,0.9902803,0.00068870146,0.0002695201],"study_design_scores_gemma":[0.00020572457,0.000059516897,2.3766587e-7,0.00046409923,0.00016814886,0.0000036554875,0.000040691135,0.0064882715,0.00054189475,0.018000757,0.9735082,0.0005188483],"about_ca_topic_score_codex":0.000002368011,"about_ca_topic_score_gemma":9.4345836e-8,"teacher_disagreement_score":0.97281945,"about_ca_system_score_codex":0.00003847722,"about_ca_system_score_gemma":0.0000042722677,"threshold_uncertainty_score":0.58098257},"labels":[],"label_agreement":null},{"id":"W4403576126","doi":"10.32370/ia_2024_03_7","title":"Influence of the Deformation of the Thread Section in the Direct Contact Zone on the Value of Acceleration of the Central Axis Points","year":2024,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thread (computing); Section (typography); Geometry; Geodesy; Geology; Mechanics; Mathematics; Physics; Mechanical engineering; Engineering; Computer science","score_opus":0.006972279026924291,"score_gpt":0.2116657749223527,"score_spread":0.2046934958954284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403576126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99300134,0.00004394244,0.001489351,0.0002609157,0.0002811942,0.00026930866,0.000028570223,0.000006892291,0.004618456],"genre_scores_gemma":[0.999831,0.00006162832,0.000014854856,0.00003893301,0.000030769173,0.000009779138,5.480113e-7,0.0000036003466,0.000008848409],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992729,0.00008619104,0.0002449891,0.000071161514,0.00021250074,0.00011227788],"domain_scores_gemma":[0.9990037,0.00073834165,0.00006017826,0.00017068179,0.000020256257,0.000006856935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002620943,0.00007760218,0.00010863531,0.000023230285,0.000086354354,0.000009442448,0.00035955277,0.000022001874,0.000021889748],"category_scores_gemma":[0.00018465302,0.000026432486,0.00008192806,0.00043820761,0.00032943737,0.000042895947,0.00009296252,0.00016558282,0.0000010871256],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002126172,0.00010263974,0.0008801186,0.00031400516,0.00011611969,1.81516e-7,0.08762402,0.3562512,0.15338072,0.39161,0.000290764,0.009217587],"study_design_scores_gemma":[0.00017239821,0.0002336332,0.0651293,0.0007297081,0.00003786109,0.000003622275,0.003921605,0.028697036,0.75210345,0.1478602,0.0009735072,0.00013768105],"about_ca_topic_score_codex":0.0000855274,"about_ca_topic_score_gemma":0.00005605962,"teacher_disagreement_score":0.5987227,"about_ca_system_score_codex":0.00002010457,"about_ca_system_score_gemma":0.00001160944,"threshold_uncertainty_score":0.12138257},"labels":[],"label_agreement":null},{"id":"W4405753208","doi":"10.26456/pcascnn/2024.16.427","title":"К вопросу о плавлении мезопористых материалов","year":2024,"lang":"ru","type":"article","venue":"Physical and Chemical Aspects of the Study of Clusters Nanostructures and Nanomaterials","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Computer science","score_opus":0.0037496509020574107,"score_gpt":0.22211302042105266,"score_spread":0.21836336951899524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405753208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940955,0.0019540694,0.000007179806,0.00024717257,0.0016051475,0.00047525123,0.00013581826,0.00004249309,0.0014373444],"genre_scores_gemma":[0.9990094,0.00029795096,0.000040964343,0.000023066152,0.0005448909,0.000010719806,0.000001810758,0.000026696287,0.000044550965],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981186,0.000056392088,0.00056624407,0.0004968544,0.0003674015,0.0003945558],"domain_scores_gemma":[0.99920875,0.00023087977,0.00012472291,0.0002744926,0.000033005083,0.00012817589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013408951,0.00041344558,0.00090764585,0.000048419508,0.0001625313,0.00010705674,0.00037715692,0.000118628916,0.000054403787],"category_scores_gemma":[0.00004593623,0.0002375084,0.00016171561,0.00032354932,0.0009757936,0.00008897299,0.000805092,0.00016210304,0.0000015278566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023448702,0.00027104272,0.000045055232,0.001883858,0.00038929138,0.0000071218997,0.0033558207,0.00007714363,0.93495524,0.049628254,0.000133824,0.009018861],"study_design_scores_gemma":[0.0010262518,0.00071796763,0.0011261796,0.00053662166,0.00045436417,0.000018058203,0.0016621565,0.0006696714,0.78310096,0.2094268,0.00068956433,0.0005714035],"about_ca_topic_score_codex":0.00004471886,"about_ca_topic_score_gemma":0.0000020940713,"teacher_disagreement_score":0.15979855,"about_ca_system_score_codex":0.000016943684,"about_ca_system_score_gemma":0.000012731407,"threshold_uncertainty_score":0.96853113},"labels":[],"label_agreement":null},{"id":"W4407418045","doi":"10.4153/s0008439525000153","title":"Reduction of bielliptic surfaces","year":2025,"lang":"en","type":"article","venue":"Canadian Mathematical Bulletin","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Reduction (mathematics); Pure mathematics; Geometry","score_opus":0.0037037765176593926,"score_gpt":0.19632765070617264,"score_spread":0.19262387418851326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407418045","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3515477,0.0005214116,0.016930625,0.0022039264,0.0006757959,0.00021564524,0.000018997576,0.0001149841,0.6277709],"genre_scores_gemma":[0.9976409,0.000037620706,0.0012121736,0.000037491343,0.00001928912,0.000006107406,7.065729e-7,0.000004092028,0.0010416239],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995454,0.000004815573,0.0001444696,0.00007408085,0.000052524363,0.00017868902],"domain_scores_gemma":[0.99975777,0.000039903265,0.000008096794,0.00008976106,0.000014877762,0.0000896182],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008901839,0.00006416942,0.00012654766,0.00005925175,0.00004678105,0.000009962123,0.000096050455,0.000039629296,0.0034132574],"category_scores_gemma":[0.000038354792,0.000052686097,0.00002462318,0.00019948371,0.00015460765,0.000007512514,0.00001217993,0.00004861634,0.00048041384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002731408,0.000010374169,0.0000059841564,0.00026896814,0.000021560925,0.0000015554826,0.00006982906,0.0024747176,0.002064604,0.98144174,0.008241294,0.0053966325],"study_design_scores_gemma":[0.00013020178,0.000022015529,0.000060116185,0.00015905216,0.000020991238,0.0000028341365,0.00052808947,0.0030257276,0.009420198,0.8209738,0.16544706,0.00020989352],"about_ca_topic_score_codex":0.00005052101,"about_ca_topic_score_gemma":0.000020210418,"teacher_disagreement_score":0.6460932,"about_ca_system_score_codex":0.000028173425,"about_ca_system_score_gemma":0.0000117095515,"threshold_uncertainty_score":0.99749774},"labels":[],"label_agreement":null},{"id":"W4407970774","doi":"10.7202/1116276ar","title":"Compositeur versus Système : la méthode créative de Leonid Hrabovsky","year":2024,"lang":"fr","type":"article","venue":"Circuit Musiques contemporaines","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology","score_opus":0.03685187472265947,"score_gpt":0.285526826053881,"score_spread":0.24867495133122156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407970774","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014617692,0.05438705,0.25891116,0.0028378465,0.010259198,0.00043357417,0.00023238463,0.00092207064,0.657399],"genre_scores_gemma":[0.9877735,0.0017505559,0.0018355297,0.00012570122,0.0015113456,0.00006247288,0.000016611208,0.00006840833,0.006855893],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978871,0.00018768305,0.0004395284,0.0005232514,0.0002369624,0.0007254985],"domain_scores_gemma":[0.99841046,0.0009767053,0.000051296334,0.00024402181,0.00008119912,0.00023628943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007326567,0.00043665257,0.000502568,0.00011663505,0.00021344714,0.0003957015,0.00034252298,0.00026032835,0.00037674844],"category_scores_gemma":[0.00013699388,0.00040389816,0.00019315003,0.0005860623,0.0008642617,0.00029073254,0.0001456695,0.0004054485,0.0001993668],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004321936,0.000036054666,0.000026024542,0.0009696704,0.00019447855,0.00025247707,0.0048696524,0.0004957501,0.0031052805,0.96055436,0.0011977097,0.028255306],"study_design_scores_gemma":[0.0004289261,0.0001562036,0.00007868824,0.0010629982,0.00009198383,0.00004148264,0.0010951957,0.005500609,0.0017470572,0.6937558,0.29541507,0.00062596926],"about_ca_topic_score_codex":0.00013912166,"about_ca_topic_score_gemma":0.000014988658,"teacher_disagreement_score":0.9731558,"about_ca_system_score_codex":0.00032454423,"about_ca_system_score_gemma":0.00009352665,"threshold_uncertainty_score":0.9998413},"labels":[],"label_agreement":null},{"id":"W4408998927","doi":"10.33795/distilat.v11i1.6978","title":"ANALISIS KINERJA HEAT EXCHANGER PADA LUBE OIL COMPLEX III (LOC III) BERDASARKAN FOULING FACTOR DAN PRESSURE DROP PT. PERTAMINA RU-IV CILACAP","year":2025,"lang":"id","type":"article","venue":"DISTILAT JURNAL TEKNOLOGI SEPARASI","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Pressure drop; Fouling; Heat exchanger; Chemistry; Environmental science; Materials science; Thermodynamics; Engineering; Mechanical engineering; Physics","score_opus":0.015708014270203168,"score_gpt":0.27630349324570863,"score_spread":0.26059547897550545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408998927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83324254,0.016376792,0.020753056,0.0021449262,0.0069083623,0.0007447665,0.0007879482,0.0008539046,0.1181877],"genre_scores_gemma":[0.9879936,0.003385745,0.00041250343,0.00041344922,0.0006913127,0.000060572314,0.000094692215,0.00006258511,0.0068855407],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99535704,0.00011705241,0.0010621493,0.0011629242,0.00064615865,0.0016546514],"domain_scores_gemma":[0.99815995,0.00036179656,0.00018261968,0.0007186745,0.00016910124,0.00040787784],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030687804,0.0010263493,0.001386155,0.00026028088,0.0011130552,0.00033498136,0.0011178242,0.00055116316,0.0013956511],"category_scores_gemma":[0.00016105182,0.0008368499,0.00043975198,0.001264226,0.001021396,0.00023699513,0.000772559,0.0009334943,0.00006564919],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050708335,0.0031233812,0.040821612,0.010207595,0.009555727,0.0017934398,0.010641042,0.067124896,0.3079411,0.25567713,0.055024084,0.23301917],"study_design_scores_gemma":[0.0056824735,0.0009220423,0.06279525,0.002071832,0.0017695754,0.000104714956,0.007986061,0.072960645,0.013932348,0.008877772,0.8174885,0.005408787],"about_ca_topic_score_codex":0.00014943465,"about_ca_topic_score_gemma":0.00007337209,"teacher_disagreement_score":0.7624644,"about_ca_system_score_codex":0.00021321517,"about_ca_system_score_gemma":0.000047310477,"threshold_uncertainty_score":0.9995172},"labels":[],"label_agreement":null},{"id":"W4412435948","doi":"10.55016/ojs/cdm.v11i2.62346","title":"A class of spherical folding subdivisions","year":2017,"lang":"en","type":"article","venue":"Contributions to Discrete Mathematics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Subdivision; Mathematics; Class (philosophy); Combinatorics; Folding (DSP implementation); Computer science; Geography; Artificial intelligence; Archaeology","score_opus":0.009950567006813911,"score_gpt":0.29345142925024453,"score_spread":0.28350086224343063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412435948","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09736963,0.000070613874,0.8649517,0.0005192739,0.00036611903,0.00023072984,0.00029106814,0.00010692887,0.036093898],"genre_scores_gemma":[0.9857631,0.000025000194,0.014045278,0.000010853444,0.00005699384,0.000018397131,0.0000022138129,0.000007882741,0.00007031045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999339,0.0000038544686,0.00021111529,0.00009392889,0.000121281635,0.00023085676],"domain_scores_gemma":[0.9993689,0.00007490995,0.00004734559,0.00034977618,0.000055049142,0.00010403577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001372605,0.00009530266,0.00022549935,0.000019610443,0.00037129497,0.00005910598,0.0003174096,0.000038470807,0.00010690154],"category_scores_gemma":[0.0004183444,0.00007296175,0.000058698333,0.000093174385,0.00019422213,0.00005925714,0.00017653604,0.00005913499,0.000039216597],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003908494,0.000031718937,0.00004314232,0.000063521045,0.000031075342,0.0000015398624,0.0001975711,0.002215184,0.010504753,0.98373264,0.00062600104,0.0025489717],"study_design_scores_gemma":[0.00077657105,0.00016542248,0.0013510336,0.00035646517,0.00010791671,0.000005984797,0.0011231676,0.06899099,0.04306142,0.84524906,0.038004212,0.00080773485],"about_ca_topic_score_codex":0.0000013985929,"about_ca_topic_score_gemma":0.0000015540376,"teacher_disagreement_score":0.88839346,"about_ca_system_score_codex":0.000025694739,"about_ca_system_score_gemma":0.0000043544787,"threshold_uncertainty_score":0.2975294},"labels":[],"label_agreement":null},{"id":"W4413303025","doi":"10.1007/978-3-662-71869-8_9","title":"Elementare Geometrie und Trigonometrie","year":2025,"lang":"de","type":"book-chapter","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Philosophy","score_opus":0.008525746668603486,"score_gpt":0.2429252666613901,"score_spread":0.23439951999278663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413303025","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000049497386,0.0118741095,0.027300294,0.00030428622,0.0036972375,0.0004849446,0.00054319715,0.00022960057,0.9555168],"genre_scores_gemma":[0.063612,0.045306515,0.010479787,0.0010959547,0.0027788507,0.000071548195,0.00048962684,0.00018158436,0.87598413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970533,0.00000886364,0.00083801424,0.00078878674,0.00046452385,0.0008464574],"domain_scores_gemma":[0.99863225,0.00035800732,0.00012367113,0.00052729005,0.0000860193,0.00027275571],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031860868,0.00078800914,0.00096179877,0.0006590783,0.0003952061,0.0001509392,0.0006628492,0.00043430508,0.034918632],"category_scores_gemma":[0.00007945369,0.0006629826,0.00032701035,0.0007752,0.0005227694,0.000085098094,0.0006068973,0.0005358482,0.001979081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003283897,0.000019725143,0.000008282781,0.00023639873,0.00053246843,0.000011978954,0.000010871337,0.0004611627,0.000017695136,0.9146036,0.0036325997,0.08043237],"study_design_scores_gemma":[0.00034691152,0.0001011136,0.0000064962755,0.00015906077,0.00024969413,3.9420493e-7,0.000059844268,0.00017054607,0.00034653407,0.17456011,0.8232807,0.00071859604],"about_ca_topic_score_codex":0.000018429882,"about_ca_topic_score_gemma":0.000006082934,"teacher_disagreement_score":0.8196481,"about_ca_system_score_codex":0.00021239379,"about_ca_system_score_gemma":0.000030888794,"threshold_uncertainty_score":0.9995821},"labels":[],"label_agreement":null},{"id":"W4413886704","doi":"10.1109/meditcom64437.2025.11104397","title":"Deep Complex-Valued Neural-Network Modeling and Optimization of Stacked Intelligent Surfaces","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Computer science; Artificial neural network; Artificial intelligence; Deep learning","score_opus":0.02039731760400428,"score_gpt":0.25991374402639084,"score_spread":0.23951642642238655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413886704","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015126557,0.0009359845,0.97695345,0.000028044435,0.0005490563,0.00018075865,0.000016104317,0.000105566396,0.006104458],"genre_scores_gemma":[0.8823004,0.0022028785,0.11531728,0.000024032204,0.000064916676,0.000010530814,0.000024270448,0.000008626497,0.000047102218],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991683,0.000013673968,0.00030189354,0.00021209086,0.00010887368,0.00019520317],"domain_scores_gemma":[0.9997009,0.000041858173,0.000035713987,0.00013701955,0.000042327356,0.000042172232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012688363,0.00017516057,0.00032230132,0.00003449583,0.000065376524,0.000030650237,0.00015468575,0.00009573151,0.00012880757],"category_scores_gemma":[0.0000106617645,0.00014053006,0.000039532744,0.00014203084,0.000108900276,0.00002219021,0.00047662144,0.00013375258,4.901625e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075077887,0.0000044983312,0.0000069929756,0.00022761189,0.000027079466,1.3055013e-7,0.0000589458,0.9800532,0.000014988884,0.017602198,0.00001975544,0.0019771254],"study_design_scores_gemma":[0.000044124747,0.00000857342,0.0000026546893,0.00005839642,0.000016860915,9.55002e-8,0.00013301124,0.9593483,0.00008818638,0.04011208,0.000044583765,0.00014313415],"about_ca_topic_score_codex":0.000012416953,"about_ca_topic_score_gemma":0.0000048706142,"teacher_disagreement_score":0.8671738,"about_ca_system_score_codex":0.000015259944,"about_ca_system_score_gemma":0.000003904757,"threshold_uncertainty_score":0.5730649},"labels":[],"label_agreement":null},{"id":"W4413958917","doi":"10.15587/1729-4061.2024.337849","title":"Substantiating the optimal shape of a bimetal flywheel","year":2025,"lang":"en","type":"article","venue":"Eastern-European Journal of Enterprise Technologies","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bimetal; Flywheel; Engineering; Materials science; Mechanical engineering; Metallurgy","score_opus":0.00527865464927829,"score_gpt":0.21286679001919792,"score_spread":0.20758813536991963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413958917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8839851,0.0024272692,0.09934368,0.00028608096,0.0005900388,0.000063100924,0.0000040937134,0.00014910294,0.01315154],"genre_scores_gemma":[0.9963503,0.00023860198,0.0033258852,0.00001636202,0.000030048566,7.169386e-7,9.903905e-8,0.000007884367,0.00003008878],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999169,0.000029394032,0.00041477624,0.000077418765,0.0001348628,0.00017454456],"domain_scores_gemma":[0.99958783,0.00006223844,0.00013613615,0.00015189483,0.00004687887,0.000015001232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003864732,0.00011478742,0.00021186909,0.000117494994,0.00006815811,0.000028715254,0.00062446285,0.000021999549,0.000017432329],"category_scores_gemma":[0.0001008998,0.000065803135,0.000093069204,0.00032315418,0.0003505536,0.00006845089,0.00024078663,0.00020751673,0.000005212969],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002967247,0.00015123744,0.0030660164,0.0003034976,0.0006636562,0.00018486369,0.0012296032,0.01928755,0.05097896,0.08341756,0.00070658483,0.83971375],"study_design_scores_gemma":[0.00860238,0.0043346984,0.01503491,0.0076177646,0.0010054688,0.00044262173,0.14000672,0.11088071,0.4931077,0.12643673,0.08925999,0.003270309],"about_ca_topic_score_codex":1.6260623e-7,"about_ca_topic_score_gemma":1.1217225e-7,"teacher_disagreement_score":0.8364434,"about_ca_system_score_codex":0.000010981686,"about_ca_system_score_gemma":0.000004240082,"threshold_uncertainty_score":0.2683374},"labels":[],"label_agreement":null},{"id":"W4413965737","doi":"10.70930/tac/xnycc7b9","title":"Bi-directional models of `Radically Synthetic' Differential Geometry","year":2024,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Consejo Nacional de Investigaciones Científicas y Técnicas; European Commission","keywords":"Differential (mechanical device); Geometry; Computer science; Differential geometry; Mathematics; Physics","score_opus":0.004840023383831279,"score_gpt":0.220315683860203,"score_spread":0.21547566047637173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413965737","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.097000524,0.0034868794,0.88047504,0.000040622417,0.00018725415,0.00013030757,0.000077602024,0.00014457974,0.018457167],"genre_scores_gemma":[0.99866575,0.00062156084,0.00046744267,0.0000033093443,0.00007663555,0.000046588422,0.000004340313,0.000007235248,0.00010715952],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99952537,0.0000101697415,0.00016640841,0.00011137794,0.00008925725,0.000097439006],"domain_scores_gemma":[0.99964166,0.00019294498,0.000015024705,0.00009552646,0.000020963831,0.0000338611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000155114,0.00007919388,0.00013786678,0.000064999746,0.000063518986,0.000014948596,0.0000948057,0.000036414138,0.00013773366],"category_scores_gemma":[0.0000072071452,0.000060237293,0.000033643115,0.0002687197,0.00057169114,0.00005976682,0.00003970169,0.000055313365,0.0000030120825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012663672,0.000012599689,0.0000014260982,0.00015273647,0.000026699285,8.462204e-8,0.000084696934,0.0011474177,0.005710673,0.9630307,0.000016490894,0.029803805],"study_design_scores_gemma":[0.000031720694,0.000015277636,0.000015917072,0.000017940652,0.000021249989,0.0000019086012,0.00020106627,0.0017265049,0.020426573,0.9741911,0.0032756343,0.00007509478],"about_ca_topic_score_codex":0.0000012140579,"about_ca_topic_score_gemma":1.5316243e-7,"teacher_disagreement_score":0.9016652,"about_ca_system_score_codex":0.000004352657,"about_ca_system_score_gemma":0.0000052026635,"threshold_uncertainty_score":0.24564056},"labels":[],"label_agreement":null},{"id":"W583506532","doi":"","title":"Semidefinite programs in electronic structure calculation(Mathematics of Optimization : Methods and Practical Solutions)","year":2005,"lang":"en","type":"article","venue":"Kyoto University Research Information Repository (Kyoto University)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; York University; U.S. Department of Energy; Ministry of Education, Culture, Sports, Science and Technology; National Science Foundation","keywords":"Semidefinite programming; Mathematical optimization; Mathematics; Computer science; Applied mathematics; Calculus (dental)","score_opus":0.026110070559653645,"score_gpt":0.2912693366140195,"score_spread":0.26515926605436585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W583506532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4928066,0.00008301125,0.33468342,0.00041940357,0.00015217006,0.0013359743,0.000018133424,0.00025564543,0.17024562],"genre_scores_gemma":[0.9614716,0.0002713367,0.037713125,0.000008898525,0.000018798013,5.6844124e-7,0.000012600852,0.0000048555376,0.0004981893],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902695,0.00010163318,0.00017704697,0.00011271503,0.00025944112,0.0003221995],"domain_scores_gemma":[0.99940276,0.00013347315,0.00005713522,0.00012471169,0.00018365965,0.000098248966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040155693,0.000094731215,0.00013903981,0.0004767227,0.0003089179,0.000040381856,0.00014165245,0.00010630232,0.000038809267],"category_scores_gemma":[0.00007463583,0.000101161815,0.000028823792,0.0010813145,0.00031066488,0.0010984842,0.00015802232,0.00026361612,0.0000062468735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013170771,0.000078617355,0.00037198482,0.00020130287,0.00005294697,0.000017464685,0.0025152774,0.335679,0.0013217776,0.6510591,0.00007946185,0.008491365],"study_design_scores_gemma":[0.0020812266,0.00045308992,0.0006280046,0.0001711705,0.000065250446,0.00009085826,0.026526365,0.727695,0.0057602567,0.0104600005,0.22534388,0.00072489656],"about_ca_topic_score_codex":0.00004003891,"about_ca_topic_score_gemma":0.000016438578,"teacher_disagreement_score":0.64059913,"about_ca_system_score_codex":0.00029698858,"about_ca_system_score_gemma":0.00007392219,"threshold_uncertainty_score":0.4125259},"labels":[],"label_agreement":null},{"id":"W635239356","doi":"","title":"Design Vehicles: Frome Turning Templates to Smart Systems","year":2014,"lang":"fr","type":"article","venue":"Transportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Truck; Engineering; Flexibility (engineering); Documentation; Transport engineering; Set (abstract data type); Automotive engineering; Engineering drawing; Computer science; Operating system; Management","score_opus":0.005467091942034123,"score_gpt":0.19030986364873437,"score_spread":0.18484277170670024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W635239356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7441252,0.0015129083,0.2035325,0.029552335,0.008335998,0.0027957393,0.008659695,0.00022131826,0.0012643054],"genre_scores_gemma":[0.99198246,0.0032094624,0.0009146445,0.00054542575,0.0007295204,0.0001608234,0.0013344751,0.000096900614,0.0010262693],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.992776,0.00060316926,0.002297402,0.0008877898,0.0021863764,0.0012492643],"domain_scores_gemma":[0.99452406,0.00081724225,0.0019385221,0.0004565265,0.001565087,0.00069853535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022566323,0.0008918585,0.00136058,0.00021538933,0.00073365826,0.0001305723,0.00054952264,0.0006841503,0.00078851136],"category_scores_gemma":[0.00006123443,0.0008988005,0.00037435893,0.0005670438,0.00027978883,0.0008979087,0.000007873307,0.00065899285,0.00000797406],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008486836,0.00035641933,0.3341274,0.0027181755,0.0013822769,0.000047001653,0.009715602,0.41539165,0.006248476,0.036650904,0.19091892,0.001594473],"study_design_scores_gemma":[0.0049660094,0.00047865836,0.75043565,0.0014020746,0.0019154669,0.000009973652,0.003670927,0.005469611,0.008279996,0.0035058102,0.2175066,0.0023592196],"about_ca_topic_score_codex":0.49781907,"about_ca_topic_score_gemma":0.8332228,"teacher_disagreement_score":0.41630825,"about_ca_system_score_codex":0.00199878,"about_ca_system_score_gemma":0.0016775233,"threshold_uncertainty_score":0.99934626},"labels":[],"label_agreement":null},{"id":"W6929441687","doi":"10.48550/arxiv.nucl-th/0212081","title":"Dilepton-tagged jets in relativistic nucleus-nucleus collisions: A case study","year":2002,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Jet (fluid); Fragmentation function; Function (biology); Relativistic beaming; Relativistic particle; Fragmentation (computing)","score_opus":0.04701249993530665,"score_gpt":0.1954608984975735,"score_spread":0.14844839856226685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6929441687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97456115,0.000076167715,0.008784979,0.000011265084,0.00061842485,0.00050741056,0.00006201101,0.000212775,0.015165826],"genre_scores_gemma":[0.99863756,0.00033111335,0.00016656169,0.00001238709,0.00008560956,0.0000046967125,0.0000033053275,0.000028595588,0.00073016906],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99849075,0.00006265364,0.00026724237,0.0006621053,0.00009309516,0.00042417104],"domain_scores_gemma":[0.99910057,0.00016706662,0.000067756206,0.00047944434,0.0000347088,0.00015043389],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001879278,0.0003402695,0.0004258206,0.00023645333,0.00020126152,0.000052809923,0.000435244,0.00026465268,0.000211657],"category_scores_gemma":[0.00007138865,0.00034118275,0.00009590662,0.00088299334,0.00022207164,0.00008997944,0.0007876274,0.00077346415,0.0000811647],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033087897,0.00031998777,0.0019007678,0.00011045255,0.000090786474,0.010864767,0.0007805485,0.917239,0.000010503241,0.06765053,0.00006297303,0.0009365765],"study_design_scores_gemma":[0.002164462,0.0002958411,0.0011144198,0.00031322057,0.0001802299,0.00009270741,0.010894639,0.6623807,0.00004202083,0.3192272,0.0014966269,0.001797977],"about_ca_topic_score_codex":0.000091728514,"about_ca_topic_score_gemma":0.000055551925,"teacher_disagreement_score":0.25485834,"about_ca_system_score_codex":0.00026659394,"about_ca_system_score_gemma":0.000015811536,"threshold_uncertainty_score":0.99990404},"labels":[],"label_agreement":null},{"id":"W6980276573","doi":"","title":"Biocompatibility and Bioactivity of Novel Composite for Prosthesis Femoral Stems","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Biocompatibility; Composite number; Prosthesis; Implant; Biocompatible material","score_opus":0.014238677656577145,"score_gpt":0.2510431103427865,"score_spread":0.23680443268620932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980276573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82234555,0.000017901648,0.17348166,0.000020362957,0.00008893889,0.00013834906,0.00002756381,0.00002650616,0.0038531544],"genre_scores_gemma":[0.9766738,0.00000553774,0.02326649,0.0000061783194,0.000031806627,0.000004804139,7.9798684e-7,0.0000035074356,0.000007095391],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99961454,0.0000017915751,0.000105579726,0.00008886946,0.00005329468,0.00013595492],"domain_scores_gemma":[0.99979305,0.0000819487,0.00001564459,0.00005915763,0.000014599315,0.000035619803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022004104,0.00005662375,0.00012163871,0.00001610961,0.00004517178,0.0000059194954,0.000044329085,0.000023319672,0.000007933823],"category_scores_gemma":[0.000008356401,0.000043207925,0.000019419747,0.000083292805,0.00016638832,0.000025455647,0.000023768638,0.000024481122,2.701948e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085900436,0.000083170526,0.0026816805,0.00020877272,0.000017470365,1.7790626e-7,0.00013572426,0.00024012483,0.8757497,0.06649757,0.000023390136,0.054276317],"study_design_scores_gemma":[0.00089210743,0.0001895428,0.029393716,0.000034978486,0.000018637513,0.0000018067059,0.0003106137,0.015529689,0.83431345,0.116677925,0.0023076118,0.00032991194],"about_ca_topic_score_codex":0.0000024398287,"about_ca_topic_score_gemma":0.0000024445185,"teacher_disagreement_score":0.15432821,"about_ca_system_score_codex":0.000007502722,"about_ca_system_score_gemma":9.38919e-7,"threshold_uncertainty_score":0.1761968},"labels":[],"label_agreement":null},{"id":"W7010801611","doi":"","title":"Introduction to Sociology : 1st Canadian Edition (Edition 1)","year":2016,"lang":"en","type":"book","venue":"BiblioBoard Library Catalog (Open Research Library)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Scope (computer science); Core (optical fiber); Sociological research; History of sociology","score_opus":0.02406588475357966,"score_gpt":0.28084550757345744,"score_spread":0.25677962281987776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010801611","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000100939316,0.0006443389,0.00033846282,0.031418268,0.003599987,0.001413482,0.0026378124,0.0005444177,0.9593023],"genre_scores_gemma":[0.0025417765,0.0068195607,0.0016017471,0.0018480372,0.031193273,0.0007117774,0.008615701,0.0003569619,0.9463112],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962301,0.00015709252,0.00051590963,0.0010040858,0.0006289955,0.0014637918],"domain_scores_gemma":[0.9977673,0.0002830401,0.0000635275,0.00074728037,0.000063859115,0.0010749467],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005304209,0.00049191795,0.000629854,0.004511991,0.0006527497,0.0009364159,0.0022014738,0.0006295564,0.018968446],"category_scores_gemma":[0.000070357535,0.00039459261,0.00011848609,0.0031532496,0.0010581256,0.0044408254,0.0016820901,0.0009746715,0.0047213417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046686127,0.000009640425,0.0000051456027,0.00008023198,0.00003474646,0.000025676893,0.00003191291,0.00002289647,0.00007973886,0.21463716,0.7797489,0.005277238],"study_design_scores_gemma":[0.00014137194,0.00015667443,0.00005486605,0.00010570346,0.000005940207,0.0000034632903,0.000021515732,0.0000071176255,0.0007787204,0.26688305,0.73143023,0.0004113523],"about_ca_topic_score_codex":0.00022084017,"about_ca_topic_score_gemma":0.00014697216,"teacher_disagreement_score":0.052245878,"about_ca_system_score_codex":0.00022025243,"about_ca_system_score_gemma":0.0007062346,"threshold_uncertainty_score":0.9998506},"labels":[],"label_agreement":null},{"id":"W7033241933","doi":"","title":"Properties and behavior of nanoparticles","year":2022,"lang":"uk","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Nanoparticle; Nanomaterials; Cladding (metalworking); Metal; Surface energy; Quantum dot; Interaction energy","score_opus":0.05687375173793743,"score_gpt":0.28563749660881266,"score_spread":0.22876374487087522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033241933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99099654,0.0018730342,0.000047557653,0.0017479248,0.0008942197,0.00031510548,0.00050726224,0.0000393851,0.0035789704],"genre_scores_gemma":[0.98457974,0.00026894125,0.00031509376,0.000016293307,0.00007203515,0.000006299542,0.00001555749,0.00001039667,0.014715656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975692,0.00016307409,0.00040165358,0.00041270393,0.00109144,0.0003619078],"domain_scores_gemma":[0.9990367,0.00014015326,0.0001975858,0.00024050534,0.0002962082,0.00008883952],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008517204,0.00022452182,0.0003936467,0.00017707261,0.0012840027,0.00006187858,0.0008185625,0.00006350116,0.0012019438],"category_scores_gemma":[0.00010026382,0.00017321318,0.00011018141,0.0006955713,0.0038972688,0.00024843062,0.0013584365,0.00024094952,0.000007692987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070125796,0.00070602156,0.0008850641,0.0004659431,0.00017621554,0.00002445631,0.014535101,0.009390939,0.1287639,0.83842224,0.0008274333,0.0051014093],"study_design_scores_gemma":[0.00297872,0.0029869468,0.011686157,0.00019794448,0.00078241643,0.00012481704,0.27381632,0.005899168,0.08737055,0.11447879,0.49758503,0.0020931643],"about_ca_topic_score_codex":0.00013963257,"about_ca_topic_score_gemma":0.00003920387,"teacher_disagreement_score":0.7239435,"about_ca_system_score_codex":0.000092414324,"about_ca_system_score_gemma":0.00011132735,"threshold_uncertainty_score":0.9997111},"labels":[],"label_agreement":null},{"id":"W7034608157","doi":"","title":"Universidades comunitárias e compromisso social emtempos de mercantilização da educação superior : \"o dizer a sua palavra\" na percepção de investigadores da educação","year":2022,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social reform; Social justice; Social life; Social Education","score_opus":0.02179105417414293,"score_gpt":0.26915951513084374,"score_spread":0.24736846095670081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034608157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94066507,0.0015919439,0.0029746718,0.005709998,0.00579794,0.0016185896,0.00083629164,0.0008142745,0.039991204],"genre_scores_gemma":[0.99236184,0.00077790604,0.0022455151,0.00026852332,0.0010766933,0.0004712532,0.0014197306,0.00020722346,0.001171319],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925753,0.00084218726,0.0013754421,0.0015521749,0.0014524544,0.0022024387],"domain_scores_gemma":[0.99650913,0.0005193444,0.00058785157,0.00076054217,0.00044139937,0.0011817405],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0010992038,0.001460513,0.0015504073,0.0007526371,0.0042362986,0.0008376683,0.0019372904,0.0012187386,0.0012669719],"category_scores_gemma":[0.0005166559,0.0015193895,0.000668181,0.0018366297,0.000259946,0.0005238169,0.00079345296,0.0023044618,0.000026752554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010436762,0.0011616247,0.0006472253,0.0013952731,0.0008659745,0.00033880636,0.045706913,0.0021424836,0.038791165,0.90102446,0.0012026181,0.0056797774],"study_design_scores_gemma":[0.0034605039,0.0004438461,0.0064883907,0.000956806,0.0010244861,0.0008577764,0.12003351,0.0068654777,0.003984272,0.00734053,0.8442037,0.0043406994],"about_ca_topic_score_codex":0.00003921233,"about_ca_topic_score_gemma":0.0002162158,"teacher_disagreement_score":0.8936839,"about_ca_system_score_codex":0.0023847502,"about_ca_system_score_gemma":0.0015713777,"threshold_uncertainty_score":0.99999726},"labels":[],"label_agreement":null},{"id":"W7098414241","doi":"","title":"Willingnessto-pay for fresh brand name beef","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fluid ounce (US); Common value auction; Willingness to pay; Value (mathematics); Brand names","score_opus":0.005071965872826656,"score_gpt":0.22449994662669148,"score_spread":0.21942798075386483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098414241","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0857883,0.00043670743,0.786055,0.0008751014,0.0011526127,0.00030467875,0.000023887218,0.00053049356,0.12483322],"genre_scores_gemma":[0.99310935,0.000079141304,0.0059675425,0.00019830733,0.00018704496,0.000007925882,0.0000018763143,0.0000049019463,0.00044391942],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995527,0.0000011989171,0.00008988601,0.00009687296,0.00005734867,0.00020197591],"domain_scores_gemma":[0.9998448,0.000030083333,0.0000059011873,0.0000633507,0.000010641177,0.00004522756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005592277,0.00007548276,0.000101890786,0.000012840532,0.00008554518,0.000020057107,0.00008703769,0.00002915419,0.00020273814],"category_scores_gemma":[0.000008840911,0.000045945588,0.000032093234,0.00008019872,0.00003815223,0.00004003517,0.000009037972,0.000034016546,0.000016561527],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000376538,0.00003767201,0.0000531864,0.00005322541,0.000020420339,0.0000014836878,0.00013128103,0.015282608,0.009694177,0.7656947,0.0069593177,0.20203428],"study_design_scores_gemma":[0.00043096743,0.0001343935,0.00031642,0.000012603534,0.000008745651,0.0000011992956,0.00011540094,0.008688809,0.013733041,0.7442332,0.23200251,0.00032272894],"about_ca_topic_score_codex":6.4663584e-7,"about_ca_topic_score_gemma":0.0000011958073,"teacher_disagreement_score":0.90732104,"about_ca_system_score_codex":0.000006450583,"about_ca_system_score_gemma":8.6448597e-7,"threshold_uncertainty_score":0.22198404},"labels":[],"label_agreement":null},{"id":"W7098433789","doi":"","title":"Canadian Investment Review forthcoming Corporate Governance Requirements in Canada and the United States: A Legal and Empirical Comparison of the Principles-based and Rules-based Approaches","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Investment (military); Empirical research; Listed company; Investment banking","score_opus":0.041558810904702224,"score_gpt":0.24461047811863634,"score_spread":0.2030516672139341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098433789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99267584,0.0035823525,0.0003663989,0.0015530509,0.000052316627,0.00037869829,0.000039536364,0.0000071885825,0.0013445907],"genre_scores_gemma":[0.99833137,0.00034920237,0.00032683107,0.0009454383,0.0000060606453,0.000017694505,0.0000070425285,0.0000043452997,0.000011989232],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99929637,0.000030801897,0.00024184489,0.000117845375,0.00012756002,0.00018555923],"domain_scores_gemma":[0.9996913,0.00007826545,0.00006659816,0.000093422335,0.0000092892815,0.00006110043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020651403,0.000104578736,0.00021335769,0.000015807993,0.000088262546,0.000015174219,0.000085249165,0.00001545504,0.0000048417937],"category_scores_gemma":[0.000015406311,0.000054684326,0.000011037593,0.00021648424,0.00028145142,0.000021037235,0.000038875925,0.00006993655,4.664358e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013380442,0.0000632735,0.36521924,0.002706073,0.000055657772,0.00000791301,0.00021899263,0.290879,0.00003828777,0.33123955,0.0014810087,0.007957207],"study_design_scores_gemma":[0.0019651912,0.000043987002,0.09696919,0.0008557459,0.000044374654,0.0000016269273,0.00040524625,0.86369103,0.00045799007,0.009852178,0.025315154,0.00039829814],"about_ca_topic_score_codex":0.8343993,"about_ca_topic_score_gemma":0.9684752,"teacher_disagreement_score":0.572812,"about_ca_system_score_codex":0.00013030507,"about_ca_system_score_gemma":0.000104491584,"threshold_uncertainty_score":0.22299622},"labels":[],"label_agreement":null},{"id":"W7098556043","doi":"","title":"Protection Motivation Theory and physical activity: A longitudinal test among a representative population sample of Canadian adults","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Coping (psychology); Population; Theory of planned behavior; Psychological intervention; Variance (accounting); Test (biology); Longitudinal study","score_opus":0.011071782075374324,"score_gpt":0.23716725963809188,"score_spread":0.22609547756271756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098556043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98148894,0.0000032860776,0.016583385,0.000053472737,0.000027769163,0.00013879393,0.00000933852,0.000032649783,0.0016623752],"genre_scores_gemma":[0.9996657,0.00000812239,0.00026025352,0.0000039855972,0.000039864597,0.0000072476246,0.0000023614855,0.0000025003988,0.000009987765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99966246,0.000009717357,0.000055754885,0.00010204664,0.00006270923,0.000107334716],"domain_scores_gemma":[0.9997705,0.00010445589,0.00001680838,0.00004541451,0.000015350926,0.0000474364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007099483,0.00005959182,0.00008505659,0.00007696743,0.00006551756,0.000009574459,0.000023923709,0.00002172326,0.000014470126],"category_scores_gemma":[0.0001350574,0.000046435813,0.000012892495,0.00029377916,0.00006256161,0.00010461199,0.0000073417555,0.00004201864,4.3523528e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000320231,0.00023365983,0.06355064,0.00014857638,0.00005173531,0.0000034070617,0.003347069,0.011722878,0.026426686,0.46251783,0.00006260365,0.4316147],"study_design_scores_gemma":[0.00015138967,0.00014869239,0.7910061,0.000026051719,0.0000066035755,7.7358357e-7,0.00039244595,0.019311802,0.009533365,0.17928675,0.000015008807,0.000121054436],"about_ca_topic_score_codex":0.010472981,"about_ca_topic_score_gemma":0.0027265297,"teacher_disagreement_score":0.72745544,"about_ca_system_score_codex":0.000019291632,"about_ca_system_score_gemma":0.000001577436,"threshold_uncertainty_score":0.99611634},"labels":[],"label_agreement":null},{"id":"W7098800645","doi":"","title":"settlement.”l George W. Rogers of the Insti-","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); Governor; Construct (python library); Public interest; General interest","score_opus":0.0028975619731606084,"score_gpt":0.17451448062937563,"score_spread":0.17161691865621503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098800645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5737395,0.00009046074,0.045818478,0.0014252563,0.001588038,0.00015777281,0.00006478134,0.00015652188,0.37695915],"genre_scores_gemma":[0.9991794,0.000034120203,0.00023901105,0.000035150886,0.000023783568,0.000002214046,7.172044e-8,0.0000023127795,0.00048392155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972403,0.0000022368267,0.000069335925,0.00004293853,0.00006272827,0.00009874518],"domain_scores_gemma":[0.9998735,0.000019610032,0.0000070529463,0.000078083154,0.0000053018575,0.000016421744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004111201,0.00003740786,0.000047615576,0.0000056675326,0.000029714609,0.0000020025761,0.000104779305,0.000011181726,0.0005253262],"category_scores_gemma":[0.000007696143,0.000013997289,0.00002082841,0.00008702466,0.00012384582,0.000019776007,0.000049692575,0.000012358792,0.000016921073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039857973,0.000009991127,0.0011285476,0.000021156799,0.00001898698,1.8150465e-7,0.000044136395,0.00047590118,0.08644976,0.84466463,0.0020565963,0.06512611],"study_design_scores_gemma":[0.0004847839,0.000036049318,0.003496859,0.000058351634,0.000010941957,0.0000010165455,0.00024947943,0.00024980668,0.50490993,0.22798194,0.2622352,0.00028561853],"about_ca_topic_score_codex":6.180997e-7,"about_ca_topic_score_gemma":9.4198003e-7,"teacher_disagreement_score":0.6166827,"about_ca_system_score_codex":0.0000059733484,"about_ca_system_score_gemma":9.889158e-7,"threshold_uncertainty_score":0.5751953},"labels":[],"label_agreement":null},{"id":"W72486997","doi":"","title":"COMPUTING ROVIBRATIONAL LEVELS OF POLYATOMIC MOLECULES WITH CURVILINEAR INTERNAL VIBRATIONAL COORDINATES AND AN ECKART FRAME","year":2013,"lang":"en","type":"article","venue":"The Knowledge Bank (The Ohio State University)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rotational–vibrational spectroscopy; Curvilinear coordinates; Polyatomic ion; Frame (networking); Physics; Molecule; Mathematics; Computer science; Quantum mechanics","score_opus":0.0064730703161350765,"score_gpt":0.20267994741511552,"score_spread":0.19620687709898044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W72486997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8434663,0.000086664775,0.14524682,0.00019656299,0.00008643381,0.00013891877,0.000025327816,0.000047587473,0.010705373],"genre_scores_gemma":[0.9982794,0.000019021692,0.0014585097,0.000016437387,0.000049643953,4.7620836e-7,0.0000023552204,0.0000065739387,0.00016756868],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99954367,0.00003096834,0.00009225888,0.000109106775,0.00007790232,0.0001460991],"domain_scores_gemma":[0.9996575,0.00011968216,0.000031159656,0.000089498986,0.000058615286,0.000043544638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008284729,0.000099310964,0.000105424646,0.000042821473,0.00021471448,0.000035136134,0.00022481858,0.000019492378,0.00012321894],"category_scores_gemma":[0.0000050840813,0.000057087003,0.000018001692,0.00020561455,0.00045510492,0.00015292567,0.00011321505,0.00008943505,0.000014825451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120033954,0.000097138836,0.0012364602,0.00009278529,0.00021155526,0.000004647036,0.00455455,0.06418586,0.026873063,0.87511325,0.00016164358,0.027349018],"study_design_scores_gemma":[0.0015847748,0.00047559163,0.031202722,0.00015536654,0.00008957569,0.000021116855,0.005648924,0.7999724,0.03034913,0.1220543,0.007544556,0.0009015101],"about_ca_topic_score_codex":0.000009203851,"about_ca_topic_score_gemma":0.000014518739,"teacher_disagreement_score":0.75305897,"about_ca_system_score_codex":0.000015455895,"about_ca_system_score_gemma":0.000011717592,"threshold_uncertainty_score":0.23279405},"labels":[],"label_agreement":null}]}