{"meta":{"query_hash":"94469ddc3680","filters":{"venue":"Progress in Canadian Mechanical Engineering. Volume 4"},"cohort_total":94,"direct_labels_cover":0,"predictions_cover":94,"exported":94,"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/94469ddc3680","api":"https://metacan.xera.ac/api/v1/cohort?venue=Progress+in+Canadian+Mechanical+Engineering.+Volume+4"},"results":[{"id":"W3186428532","doi":"10.32393/csme.2021.61","title":"Laser Additive Manufacturing Of High Reflectivity Aluminium Alloys","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Additive Manufacturing and 3D Printing Technologies","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 Toronto; University of Waterloo","funders":"","keywords":"Aluminium; Materials science; Reflectivity; Metallurgy; Laser; Optoelectronics; Optics; Physics","score_opus":0.008321987673166002,"score_gpt":0.21297064175898836,"score_spread":0.20464865408582236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186428532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9604696,0.0020238361,0.024605773,0.000117249336,0.00007660174,0.000090066125,0.00043920957,0.0006915762,0.011486054],"genre_scores_gemma":[0.972693,0.00069550466,0.023399571,0.00003445325,0.000007224535,0.00003987852,0.00017709196,0.000072579765,0.0028806939],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994742,0.00002817079,0.000027611275,0.000053784872,0.00037179544,0.00004449815],"domain_scores_gemma":[0.9996573,0.000058722493,0.00009916705,0.00006137044,0.000109466324,0.000013929855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030466617,0.00025505456,0.0002694658,0.00068791246,0.0003118157,0.0006333161,0.00048436865,0.00045150553,0.0012643184],"category_scores_gemma":[0.00044459835,0.00026772852,0.00030025546,0.0005403084,0.00023204059,0.000296798,0.0003199583,0.0004120523,0.00074836274],"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":[0.00006235555,0.000021426753,0.0006652014,0.00025042376,0.000006202168,0.00019613685,0.00011744706,0.0025550472,0.9830456,0.0005581928,0.0002451545,0.012276776],"study_design_scores_gemma":[0.000008721718,0.00023048582,0.0030857383,0.000018102643,0.000010521484,0.00022082958,0.00006292574,0.005527488,0.98517287,0.00013177033,0.005516813,0.0000138085625],"about_ca_topic_score_codex":0.0009827605,"about_ca_topic_score_gemma":0.0024489264,"teacher_disagreement_score":0.0012643184,"about_ca_system_score_codex":0.00056699594,"about_ca_system_score_gemma":0.00029449517,"threshold_uncertainty_score":0.0042295456},"labels":[],"label_agreement":null},{"id":"W3193531122","doi":"10.32393/csme.2021.86","title":"Applying Machine Learning Principles To The Study Of Mild Traumatic Brain Injury And Brain Strain Metrics","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","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":"Western University","funders":"","keywords":"Traumatic brain injury; Computer science; Strain (injury); Artificial intelligence; Machine learning; Medicine; Physical therapy; Psychiatry","score_opus":0.03481192583143822,"score_gpt":0.28052421901312363,"score_spread":0.24571229318168542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193531122","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028376801,0.0022602736,0.9653548,0.00081554905,0.00006857935,0.000078780635,0.00010020605,0.00017471114,0.00277025],"genre_scores_gemma":[0.6172863,0.0040697963,0.3733902,0.00026088534,0.0003363121,0.0002880675,0.0002888496,0.00006126203,0.0040182904],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993808,0.00027211822,0.000047408255,0.00008544195,0.00017739287,0.000036761616],"domain_scores_gemma":[0.9967168,0.0025445728,0.00025917412,0.00011563107,0.00031572112,0.00004813991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021679436,0.00062860636,0.0009243899,0.001802533,0.0002683068,0.0011115872,0.000699,0.0005927707,0.0010333167],"category_scores_gemma":[0.0060802475,0.00025374163,0.0005542493,0.001536408,0.0007447163,0.0007190082,0.0005596146,0.0010117838,0.00025925983],"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":[0.00004271053,0.00015297839,0.011963103,0.00029786018,0.00016914296,0.00014347026,0.00011794475,0.7144399,0.002350715,0.032106146,0.0010624259,0.23715353],"study_design_scores_gemma":[0.0000039142647,0.000064698215,0.0023993975,0.000037676356,0.000009222534,0.000039775798,0.000027835273,0.96694905,0.00050621806,0.028841544,0.0011070365,0.000013597796],"about_ca_topic_score_codex":0.006004051,"about_ca_topic_score_gemma":0.004880088,"teacher_disagreement_score":0.006004051,"about_ca_system_score_codex":0.00076243194,"about_ca_system_score_gemma":0.0011610504,"threshold_uncertainty_score":0.011938214},"labels":[],"label_agreement":null},{"id":"W3198630222","doi":"10.32393/csme.2021.206","title":"A Comprehensive Review Of Space Manipulator In The Field Of Target Sensing And Grasping","year":2021,"lang":"en","type":"review","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Space Satellite Systems and Control","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":"Field (mathematics); Space (punctuation); Computer science; Manipulator (device); Aerospace engineering; Engineering; Robot; Artificial intelligence; Mathematics","score_opus":0.01476846942635036,"score_gpt":0.2717632419387443,"score_spread":0.25699477251239394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198630222","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010899606,0.997693,0.00022022765,0.0001305617,0.00022547685,0.000007865496,0.000042625707,0.000011443235,0.0015597651],"genre_scores_gemma":[0.000491393,0.9980811,0.00032482846,0.00011518656,0.00014801479,0.000009530819,0.0000727432,0.0000021108203,0.00075510866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973387,0.000032312248,0.000051794912,0.000049902064,0.000108852364,0.000023293422],"domain_scores_gemma":[0.9995566,0.00019953327,0.00007352448,0.000014352743,0.00012179197,0.00003418013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005769083,0.0010804362,0.0013264271,0.0041620485,0.00041321252,0.00094745465,0.000942678,0.0009815613,0.0071775173],"category_scores_gemma":[0.0010286224,0.00041337206,0.0007732121,0.0043637636,0.00034214352,0.0018503625,0.00068308006,0.0011385959,0.003282222],"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":[0.000059655016,0.00008057611,0.00016461541,0.056191612,0.00010868343,0.00018980251,0.00009389151,0.00045405788,0.002377486,0.003051376,0.044151276,0.8930769],"study_design_scores_gemma":[0.000009620682,0.00010063795,0.00067276275,0.0060843076,0.00015401108,0.0006521616,0.00004439607,0.00007056671,0.0004588845,0.0010408133,0.99068844,0.00002333855],"about_ca_topic_score_codex":0.0015847431,"about_ca_topic_score_gemma":0.0026866065,"teacher_disagreement_score":0.0071775173,"about_ca_system_score_codex":0.0004994386,"about_ca_system_score_gemma":0.0019630138,"threshold_uncertainty_score":0.024011254},"labels":[],"label_agreement":null},{"id":"W3198946315","doi":"10.32393/csme.2021.123","title":"Influence Of Forcefield Selection On The Formation Of Viable Nanocrystalline Copper Structures Using The Melt Cool Method","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","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":"Memorial University of Newfoundland","funders":"","keywords":"Copper; Nanocrystalline material; Selection (genetic algorithm); Materials science; Metallurgy; Biological system; Computer science; Nanotechnology; Artificial intelligence; Biology","score_opus":0.013294801275512552,"score_gpt":0.24580655015977293,"score_spread":0.23251174888426038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198946315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99329376,0.00087697984,0.003325456,0.00011015076,0.000035327983,0.000017393213,0.0000788202,0.00010160452,0.0021605212],"genre_scores_gemma":[0.9966652,0.0004311598,0.0022858458,0.000020356825,0.000005474265,0.00002237699,0.000059087735,0.000040367107,0.00047018976],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997974,0.000025458687,0.000011594483,0.000033257027,0.000083314444,0.00004907061],"domain_scores_gemma":[0.99949074,0.0003046276,0.00006264573,0.000040582123,0.000069643786,0.000031618263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039507844,0.00027479374,0.00033503887,0.00030715042,0.00044039276,0.00042580158,0.00033442586,0.0003261275,0.0012841186],"category_scores_gemma":[0.0014490715,0.00021234245,0.0001826534,0.0002881429,0.00030581857,0.00039744037,0.00032396484,0.00036547086,0.00016178319],"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":[0.0013786406,0.00015378476,0.0037069377,0.0005641298,0.000047270503,0.00046536513,0.00049034227,0.027219005,0.9364312,0.001981212,0.0014936572,0.02606841],"study_design_scores_gemma":[0.000053127987,0.0006377058,0.0054778946,0.000034709887,0.00003500021,0.000090831956,0.00017816712,0.0655249,0.9240106,0.0003394272,0.003584905,0.000032716725],"about_ca_topic_score_codex":0.0024828364,"about_ca_topic_score_gemma":0.0037084557,"teacher_disagreement_score":0.0024828364,"about_ca_system_score_codex":0.00045450134,"about_ca_system_score_gemma":0.00035305836,"threshold_uncertainty_score":0.0049367547},"labels":[],"label_agreement":null},{"id":"W3198999910","doi":"10.32393/csme.2021.45","title":"Thermodynamic Modeling Of Vortex Tubes Working With Real Gases","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Ranque-Hilsch vortex tube","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":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Resources Canada; Hydro-Québec; Université de Sherbrooke","keywords":"Vortex tube; Vortex; Materials science; Thermodynamics; Mechanics; Environmental science; Physics","score_opus":0.00978043168273494,"score_gpt":0.1979214503374041,"score_spread":0.18814101865466917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198999910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60443723,0.00066754204,0.38569295,0.00013454794,0.000088372515,0.00010303544,0.0003313647,0.0004855142,0.008059469],"genre_scores_gemma":[0.98532367,0.00022941158,0.011830164,0.000010531688,0.00001076494,0.00008295111,0.0001123018,0.00004888588,0.0023512512],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978036,0.000066992565,0.00000955168,0.00003513302,0.00007144854,0.000036642647],"domain_scores_gemma":[0.9997502,0.000111276255,0.00003825712,0.00003292879,0.000049183684,0.000018174533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041595765,0.0004937462,0.00057120435,0.00041490188,0.00038753156,0.0008041629,0.00085981813,0.00059406535,0.0006802583],"category_scores_gemma":[0.001147829,0.00036737724,0.00037438888,0.00028427772,0.0009993511,0.0008749044,0.00045331512,0.00029717517,0.00018041034],"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":[0.000034233457,0.000021654654,0.0007809933,0.000034138582,0.000008033599,0.000072021685,0.000049130034,0.9773071,0.012026447,0.0072718454,0.00009336437,0.0023010517],"study_design_scores_gemma":[0.0000046070054,0.000018949344,0.00016185397,0.0000017727676,0.0000017818085,0.000010782667,0.0000047945773,0.99654514,0.0023593933,0.00055507594,0.00033116568,0.000004699],"about_ca_topic_score_codex":0.0036318568,"about_ca_topic_score_gemma":0.0013703972,"teacher_disagreement_score":0.0036318568,"about_ca_system_score_codex":0.0006906652,"about_ca_system_score_gemma":0.0008957291,"threshold_uncertainty_score":0.0072214603},"labels":[],"label_agreement":null},{"id":"W3199029236","doi":"10.32393/csme.2021.109","title":"Flow Over Micro Pillars Immersed In A Laminar Boundary Layer: Effects Of Micro-Pillar Geometry And Tandem Interaction","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Lattice Boltzmann Simulation Studies","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":"Laminar flow; Boundary layer; Pillar; Mechanics; Geometry; Flow (mathematics); Materials science; Tandem; Immersed boundary method; Boundary (topology); Mechanical engineering; Physics; Composite material; Engineering; Mathematics; Mathematical analysis","score_opus":0.00609703735101313,"score_gpt":0.2252957496241337,"score_spread":0.21919871227312057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199029236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99579066,0.000048009708,0.0029285767,0.00002896407,0.000011603247,0.000013674508,0.000013047835,0.000023346776,0.0011422266],"genre_scores_gemma":[0.99756324,0.000056031964,0.0018223629,0.000010198701,0.0000059541053,0.000008848252,0.000017025293,0.000006148683,0.0005102092],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999114,0.000007632091,0.0000033780877,0.000012844006,0.000027423943,0.000037341015],"domain_scores_gemma":[0.9998313,0.000059976224,0.000036151236,0.000012068025,0.000014305967,0.000046215082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010484508,0.00022035534,0.00036053726,0.00025570687,0.00040175705,0.00056425936,0.00024899075,0.00033809463,0.00083756784],"category_scores_gemma":[0.0003418742,0.00021462626,0.00028680867,0.00013359264,0.00065787364,0.00028133742,0.0004896811,0.00036387652,0.0001417429],"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":[0.0006001273,0.00050082785,0.007537477,0.0001071803,0.00006329424,0.000938208,0.0004092113,0.3202297,0.6561819,0.0025684785,0.00016083117,0.010702898],"study_design_scores_gemma":[0.00014274505,0.0010061254,0.011947082,0.000014179064,0.000039211678,0.00017785506,0.0002906916,0.8757996,0.10929856,0.00063334097,0.0006036933,0.00004688657],"about_ca_topic_score_codex":0.0025255843,"about_ca_topic_score_gemma":0.0016994042,"teacher_disagreement_score":0.0025255843,"about_ca_system_score_codex":0.00029863787,"about_ca_system_score_gemma":0.00054242095,"threshold_uncertainty_score":0.005021751},"labels":[],"label_agreement":null},{"id":"W3199094213","doi":"10.32393/csme.2021.17","title":"Fem Predictions Of Viscoelastic Behavior Of Natural Rubber For Higher Speeds","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Mechanical Engineering and Vibrations Research","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":"Viscoelasticity; Natural rubber; Finite element method; Materials science; Composite material; Structural engineering; Engineering","score_opus":0.012747391028696597,"score_gpt":0.2549924823150825,"score_spread":0.24224509128638588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199094213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8121114,0.0008829081,0.17030877,0.00020385227,0.00006967048,0.00007202492,0.00078450714,0.00084776554,0.014719074],"genre_scores_gemma":[0.97567874,0.00033990864,0.02064238,0.000015443395,0.000005343104,0.000053215557,0.00022007585,0.000047113914,0.002997799],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998374,0.000033457978,0.000011340011,0.000020350619,0.000076272,0.000021163596],"domain_scores_gemma":[0.9995528,0.00027086312,0.00004305143,0.000047695605,0.00007661877,0.000009033275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004028424,0.000372893,0.00020563044,0.00052734767,0.0001560249,0.00024712118,0.00041464466,0.0006496478,0.001595094],"category_scores_gemma":[0.001271947,0.00025203073,0.00044260564,0.00023734727,0.00035715496,0.00033830566,0.00013545141,0.00028776348,0.00053456344],"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":[0.000092434726,0.000056048408,0.0026978094,0.00009690458,0.000008290708,0.00008409475,0.000110106455,0.9430408,0.03364694,0.0026847234,0.00050403323,0.01697789],"study_design_scores_gemma":[0.000005809788,0.000047765156,0.002656314,0.000017717222,0.0000046492974,0.000028321547,0.000019612487,0.9881555,0.007604051,0.0004167389,0.0010329162,0.000010511171],"about_ca_topic_score_codex":0.0052393363,"about_ca_topic_score_gemma":0.004025064,"teacher_disagreement_score":0.0052393363,"about_ca_system_score_codex":0.0003446655,"about_ca_system_score_gemma":0.00038101446,"threshold_uncertainty_score":0.0104177},"labels":[],"label_agreement":null},{"id":"W3199116321","doi":"10.32393/csme.2021.210","title":"In-Plane Buckling Of Steered Tows In Hot Gas Torch-Assisted Automated Fiber Placement (Afp) Of Thermoplastic Composites","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Epoxy Resin Curing Processes","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":"Composite material; Materials science; Thermoplastic composites; Buckling; Torch; Thermoplastic; Fiber","score_opus":0.007812166206056048,"score_gpt":0.22294574389931301,"score_spread":0.21513357769325697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199116321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99092686,0.00012195094,0.0077078715,0.000011899577,0.000004913587,0.00000825194,0.000020868558,0.00004012834,0.001157215],"genre_scores_gemma":[0.9971746,0.00007980227,0.0017460255,0.000002925823,7.69828e-7,0.0000025197216,0.000010559914,0.000006313772,0.0009765918],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989784,0.000011195348,0.0000034246018,0.000017243883,0.000053169737,0.00001708419],"domain_scores_gemma":[0.9998343,0.00006445879,0.000048625752,0.000012587885,0.000031676132,0.000008298775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121979254,0.00017848339,0.00014122283,0.00012200159,0.00014578999,0.0001967268,0.00013416672,0.00017377034,0.0007324555],"category_scores_gemma":[0.00022637758,0.0001791463,0.00018705204,0.00009821818,0.00025446844,0.00019701722,0.00009635383,0.00015967438,0.00015575333],"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":[0.00016782983,0.00006188468,0.0021432105,0.00015967007,0.000010995747,0.00031078592,0.0003313989,0.03396373,0.9506047,0.0006099374,0.00010180782,0.011533995],"study_design_scores_gemma":[0.0000062172658,0.00024352482,0.0064518275,0.000011379211,0.00000769859,0.00016232123,0.00011421814,0.23114812,0.7610051,0.0001569492,0.0006731513,0.00001939272],"about_ca_topic_score_codex":0.0012274553,"about_ca_topic_score_gemma":0.0030453526,"teacher_disagreement_score":0.0012274553,"about_ca_system_score_codex":0.00026584574,"about_ca_system_score_gemma":0.00016326517,"threshold_uncertainty_score":0.0024502873},"labels":[],"label_agreement":null},{"id":"W3199163870","doi":"10.32393/csme.2021.148","title":"Generalized Finite Element Procedure For Analysis Of Bistable Composites","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Dynamics and Control of Mechanical Systems","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":"Memorial University of Newfoundland","funders":"","keywords":"Finite element method; Bistability; Composite material; Materials science; Structural engineering; Engineering","score_opus":0.007123107135804205,"score_gpt":0.2137076513023164,"score_spread":0.20658454416651217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199163870","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044421284,0.00008247938,0.9929304,0.000036024776,0.000024675172,0.00008252903,0.000090519905,0.00022574053,0.0020854224],"genre_scores_gemma":[0.078654535,0.0001752041,0.9144351,0.000054001543,0.0000144462065,0.00086739147,0.00031851462,0.00022230657,0.005258492],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972016,0.000109936685,0.00001656873,0.00002461237,0.00011020016,0.000018457826],"domain_scores_gemma":[0.9996424,0.00014552865,0.000032958666,0.00006616406,0.000101120284,0.000011796531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007693421,0.0006552534,0.0006333119,0.0006079571,0.00031971402,0.00039624228,0.0009997635,0.00087116146,0.0044701705],"category_scores_gemma":[0.0009972417,0.00033970264,0.00073049153,0.00043044525,0.00043310478,0.00034328626,0.00075347704,0.001052715,0.0013050839],"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":[0.0000569863,0.000058703583,0.0006556097,0.00025592349,0.000046359855,0.00016206816,0.00020739392,0.8048692,0.03610494,0.08278187,0.0015797686,0.07322117],"study_design_scores_gemma":[0.0000061676938,0.00001989502,0.00008887083,0.00001579886,0.0000035299283,0.00002572717,0.000011329442,0.9885153,0.001770625,0.00436639,0.0051704645,0.000005887174],"about_ca_topic_score_codex":0.0018458886,"about_ca_topic_score_gemma":0.0027414972,"teacher_disagreement_score":0.0044701705,"about_ca_system_score_codex":0.00036713935,"about_ca_system_score_gemma":0.0010358696,"threshold_uncertainty_score":0.014954209},"labels":[],"label_agreement":null},{"id":"W3199167145","doi":"10.32393/csme.2021.46","title":"System Design Of A 3U-Cubesat For An Earth Observation Mission","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Spacecraft Design and Technology","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":true,"ca_institutions":"York University","funders":"","keywords":"CubeSat; Earth observation; Astrobiology; Computer science; Earth (classical element); Systems engineering; Remote sensing; Aerospace engineering; Engineering; Geology; Astronomy; Physics; Satellite","score_opus":0.02405091202940016,"score_gpt":0.22682835549829033,"score_spread":0.20277744346889018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199167145","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050822508,0.00028231417,0.900557,0.00060061575,0.00024786472,0.0013112249,0.00091160263,0.0053306664,0.03993627],"genre_scores_gemma":[0.6125159,0.00027418634,0.36138165,0.0004814393,0.00009322683,0.0013802579,0.0014650192,0.0005031734,0.021905106],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993998,0.00010213205,0.000022285438,0.0000889087,0.00030797653,0.0000789847],"domain_scores_gemma":[0.99973124,0.000029391897,0.000024364717,0.00002592807,0.00015754248,0.00003156239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005626437,0.0007618622,0.0003624311,0.00046370795,0.0010847544,0.0010152932,0.0007957614,0.00054251344,0.007979735],"category_scores_gemma":[0.0005110908,0.00026280223,0.00036169108,0.00022790159,0.00029219346,0.00052815885,0.0007146731,0.0004984228,0.00260828],"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":[0.0011505726,0.0002299457,0.0087884255,0.0007591802,0.00027138367,0.00095028384,0.0013062991,0.3370698,0.29754755,0.024334574,0.027130157,0.30046183],"study_design_scores_gemma":[0.0002290096,0.0016236218,0.0060002273,0.0000726803,0.00013495999,0.00069831504,0.00032385005,0.7243819,0.11230929,0.0042450726,0.14987381,0.00010731695],"about_ca_topic_score_codex":0.0078036697,"about_ca_topic_score_gemma":0.008077977,"teacher_disagreement_score":0.007979735,"about_ca_system_score_codex":0.0012103774,"about_ca_system_score_gemma":0.0017017089,"threshold_uncertainty_score":0.026694834},"labels":[],"label_agreement":null},{"id":"W3199182587","doi":"10.32393/csme.2021.182","title":"Design Of Aerodynamic Devices Using Genetic Optimization","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Aerodynamics and Fluid Dynamics Research","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":"Ontario Tech University","funders":"","keywords":"Aerodynamics; Computer science; Genetic algorithm; Aerospace engineering; Engineering; Machine learning","score_opus":0.012774709018342711,"score_gpt":0.23289818342088464,"score_spread":0.22012347440254193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199182587","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05172509,0.00043474865,0.92696214,0.0001894186,0.0000874647,0.0002195137,0.00007308549,0.0004501857,0.019858355],"genre_scores_gemma":[0.55133605,0.00070727617,0.43900925,0.00012142151,0.000028234346,0.0007059799,0.00016261292,0.00011266748,0.007816539],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977666,0.00005365972,0.000008374723,0.000034011464,0.000094203955,0.0000332362],"domain_scores_gemma":[0.9998356,0.00006689398,0.000024303092,0.000013672197,0.000050054143,0.000009389194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049514195,0.0006016928,0.00051743543,0.0008210838,0.00036318804,0.0007832917,0.000596343,0.00069670595,0.002067964],"category_scores_gemma":[0.00068065716,0.00033019585,0.0006985399,0.0005184396,0.00046208483,0.00029490594,0.00044794867,0.0004783668,0.00039436822],"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":[0.000017399647,0.00003625101,0.00034884526,0.00006164488,0.000025262629,0.000049432918,0.000028645725,0.95425415,0.005979661,0.007030942,0.00042101232,0.031746846],"study_design_scores_gemma":[0.000013088104,0.00006900515,0.00016851045,0.000011966371,0.000012776058,0.000017228404,0.000014066482,0.99395025,0.001563009,0.001718636,0.0024555216,0.0000060805983],"about_ca_topic_score_codex":0.0023076027,"about_ca_topic_score_gemma":0.0022877795,"teacher_disagreement_score":0.0023076027,"about_ca_system_score_codex":0.0005476964,"about_ca_system_score_gemma":0.0010920042,"threshold_uncertainty_score":0.006918013},"labels":[],"label_agreement":null},{"id":"W3199219494","doi":"10.32393/csme.2021.135","title":"Reduced-Order Neural Network Plant Models For Proton Exchange Membrane Fuel Cells Using Principal Component Analysis","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Fuel Cells and Related Materials","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":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Principal component analysis; Proton exchange membrane fuel cell; Artificial neural network; Component (thermodynamics); Membrane; Fuel cells; Biological system; Proton; Computer science; Principal (computer security); Order (exchange); Chemistry; Artificial intelligence; Chemical engineering; Engineering; Physics; Biology; Biochemistry","score_opus":0.016429880910436158,"score_gpt":0.21952918059548887,"score_spread":0.20309929968505272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199219494","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05129886,0.000997163,0.9304942,0.0005791109,0.000080163576,0.00009975311,0.00056474033,0.00078485097,0.015101228],"genre_scores_gemma":[0.9171187,0.00087108434,0.06264238,0.00008654416,0.000039120423,0.00030555928,0.00061487436,0.00015957213,0.01816212],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998865,0.000035649053,0.0000049394002,0.000018001258,0.000041403702,0.000013598342],"domain_scores_gemma":[0.99972135,0.00015642021,0.000032287877,0.000017108367,0.00006086047,0.000011898148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032711588,0.00065648294,0.0007037236,0.0002734324,0.00042175458,0.00070659106,0.000954589,0.0010990687,0.0038520116],"category_scores_gemma":[0.0009737581,0.00043765997,0.00078442367,0.00035938993,0.00043397595,0.0006789348,0.00046394698,0.0014038861,0.0007691255],"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":[0.000011482981,0.000007685144,0.00009194303,0.000026039272,0.000008301154,0.000018813462,0.000014023014,0.9940969,0.00040979948,0.002058585,0.000212537,0.0030438742],"study_design_scores_gemma":[0.0000010768621,0.0000021796818,0.000026536241,0.0000013371915,9.3991525e-7,0.0000017068753,0.0000013921708,0.9991722,0.00007624402,0.00056795776,0.00014709038,0.0000014543593],"about_ca_topic_score_codex":0.020669552,"about_ca_topic_score_gemma":0.022008086,"teacher_disagreement_score":0.020669552,"about_ca_system_score_codex":0.0008324665,"about_ca_system_score_gemma":0.0009911021,"threshold_uncertainty_score":0.041098475},"labels":[],"label_agreement":null},{"id":"W3199229106","doi":"10.32393/csme.2021.216","title":"Effect Of Printing Parameters On The High Strain Rate Compressive Behaviour Of Additively Manufactured 316L Stainless Steel Alloy","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Additive Manufacturing Materials and Processes","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":"Materials science; Alloy; Strain rate; Strain (injury); Metallurgy; Compressive strength; Composite material","score_opus":0.006644218714286164,"score_gpt":0.2075438408775944,"score_spread":0.20089962216330823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199229106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99834013,0.0003751951,0.00041982805,0.000010882358,0.000011486061,0.00000526742,0.0000973329,0.00003217569,0.00070759194],"genre_scores_gemma":[0.9982621,0.00021742022,0.00075323955,0.000009405312,0.0000035842568,0.00000396959,0.000069639216,0.000020524722,0.0006601133],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962795,0.000041871815,0.00005096492,0.000048950686,0.00019266472,0.000037521986],"domain_scores_gemma":[0.9988624,0.00043521624,0.00028094556,0.0001279376,0.00023793725,0.00005563398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000319622,0.00028701877,0.00024474075,0.00036608105,0.00014430183,0.00036890848,0.00021586071,0.00027579584,0.0013235694],"category_scores_gemma":[0.0009813486,0.00026819194,0.00022930307,0.0004632688,0.00020374183,0.00029787948,0.00014240047,0.00028931032,0.00032203775],"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":[0.000291247,0.000036462632,0.0014071595,0.0000832992,0.000014259717,0.00013559985,0.00007191661,0.0012524066,0.992492,0.000029150586,0.000045389996,0.0041409293],"study_design_scores_gemma":[0.0000035545372,0.00041757218,0.012356083,0.000004871648,0.000020886333,0.00006153846,0.00004419778,0.001427017,0.9853065,0.000009906444,0.00033545474,0.000012497755],"about_ca_topic_score_codex":0.00071347744,"about_ca_topic_score_gemma":0.0021581086,"teacher_disagreement_score":0.0013235694,"about_ca_system_score_codex":0.00018660918,"about_ca_system_score_gemma":0.00012754824,"threshold_uncertainty_score":0.0044277906},"labels":[],"label_agreement":null},{"id":"W3199278458","doi":"10.32393/csme.2021.138","title":"A Microfluidic Approach To The Investigation Of Magnetotactic Bacteria Motility Through Viscoelastic Fluids","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Characterization and Applications of Magnetic Nanoparticles","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":"Queen's University","funders":"","keywords":"Magnetotactic bacteria; Viscoelasticity; Microfluidics; Motility; Bacteria; Materials science; Nanotechnology; Biology; Cell biology; Composite material","score_opus":0.010019272575071783,"score_gpt":0.20460569941441628,"score_spread":0.1945864268393445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199278458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7255206,0.0106218755,0.25545412,0.0008194504,0.00056486216,0.0006024107,0.0009939361,0.00060955476,0.004813145],"genre_scores_gemma":[0.7654307,0.0062247906,0.225192,0.00016239824,0.00012450412,0.00083123,0.00036991236,0.000018611674,0.0016460371],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998498,0.000021396756,0.000017033262,0.000037555375,0.00004795199,0.000026212352],"domain_scores_gemma":[0.9998784,0.000045545617,0.000034716853,0.000009955504,0.00001580351,0.000015546042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019889219,0.0004905517,0.0002743762,0.00035447592,0.00036169347,0.0003044597,0.00041297523,0.0003726716,0.00031985244],"category_scores_gemma":[0.00024425724,0.00023496864,0.00028018854,0.0002567914,0.0003252916,0.00026572056,0.00029104855,0.0005010157,0.000101670936],"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":[0.000022138527,0.000051136412,0.00021325459,0.00008305619,0.0000065605086,0.000051437015,0.000026038686,0.0010723104,0.99328035,0.0012565114,0.0000814652,0.0038557441],"study_design_scores_gemma":[0.00003436499,0.0005011689,0.0017178573,0.000024340554,0.0000189563,0.00025975742,0.000027704153,0.022450764,0.9667341,0.00047175548,0.0077194064,0.000039900293],"about_ca_topic_score_codex":0.0006583507,"about_ca_topic_score_gemma":0.0006714167,"teacher_disagreement_score":0.0006583507,"about_ca_system_score_codex":0.0005105649,"about_ca_system_score_gemma":0.00045151505,"threshold_uncertainty_score":0.003704369},"labels":[],"label_agreement":null},{"id":"W3199346716","doi":"10.32393/csme.2021.201","title":"Review On Current Path Planning Algorthms For Autonomous Robotic Applications","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Robotic Path Planning Algorithms","field":"Computer Science","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":"Current (fluid); Computer science; Motion planning; Path (computing); Robot; Artificial intelligence; Engineering; Electrical engineering; Computer network","score_opus":0.0223821771415807,"score_gpt":0.2844696562043636,"score_spread":0.2620874790627829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199346716","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005248997,0.96999747,0.019581161,0.00052869925,0.00088408205,0.000052425225,0.00012478077,0.0001915968,0.008114987],"genre_scores_gemma":[0.0028058954,0.9715499,0.019864006,0.0005748756,0.00076764234,0.00008645503,0.00038535832,0.000080447644,0.0038854599],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947304,0.00007118809,0.00007727431,0.00010406113,0.00023906832,0.00003523787],"domain_scores_gemma":[0.99902487,0.00053571025,0.00008253489,0.000039301787,0.00028329666,0.000034320718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058292167,0.0012529191,0.001145522,0.0018775291,0.00047012142,0.0014346486,0.0017510002,0.0012208854,0.008664387],"category_scores_gemma":[0.001741626,0.00082391396,0.0011644834,0.0043990584,0.00041254496,0.0026584715,0.0006779116,0.0016258562,0.004926307],"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":[0.000058409718,0.00009037455,0.00014137018,0.01270132,0.00008164513,0.00008149452,0.00006044134,0.0049974583,0.0019180187,0.0060563413,0.03942548,0.9343876],"study_design_scores_gemma":[0.000017014157,0.00014039667,0.0005952914,0.0033957325,0.00015076276,0.0005667788,0.00006404869,0.004405597,0.0012770128,0.0054191556,0.9839152,0.00005304726],"about_ca_topic_score_codex":0.0022795538,"about_ca_topic_score_gemma":0.002255247,"teacher_disagreement_score":0.008664387,"about_ca_system_score_codex":0.000614742,"about_ca_system_score_gemma":0.0018751374,"threshold_uncertainty_score":0.028985322},"labels":[],"label_agreement":null},{"id":"W3199347845","doi":"10.32393/csme.2021.59","title":"Molecular Dynamics Simulations Of The Hydrogen Embrittlement Base Case: Atomic Hydrogen In A Defect Free Single Crystal","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","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":"Memorial University of Newfoundland","funders":"","keywords":"Hydrogen; Hydrogen embrittlement; Materials science; Molecular dynamics; Embrittlement; Base (topology); Crystal (programming language); Metallurgy; Chemistry; Computer science; Computational chemistry","score_opus":0.009072590059463061,"score_gpt":0.2274577499657235,"score_spread":0.21838515990626042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199347845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889354,0.00013474951,0.0025774615,0.00045255042,0.0000351026,0.00003865693,0.00046722725,0.000064943044,0.0072938744],"genre_scores_gemma":[0.99329317,0.0001394648,0.0037946147,0.0001016,0.0000129116825,0.00008139418,0.000600783,0.000038488026,0.0019376652],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998754,0.000021722346,0.0000044853023,0.000015856484,0.000030360121,0.000052102398],"domain_scores_gemma":[0.9994253,0.0003144808,0.000039963907,0.000030322497,0.0001108452,0.00007922753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035548743,0.00035261337,0.00075757946,0.00049570174,0.00089376705,0.00080902706,0.0009324991,0.0013967601,0.0027512698],"category_scores_gemma":[0.0014036515,0.0004610065,0.00059963984,0.0005553611,0.00083942595,0.0005169703,0.0004538807,0.0009698152,0.00016027402],"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":[0.00015478536,0.00013229599,0.0036271529,0.000058638114,0.000041914685,0.00024998357,0.000105824176,0.98668253,0.0026449573,0.004031846,0.00075286627,0.0015172194],"study_design_scores_gemma":[0.000040261257,0.00003742219,0.0008178549,0.0000055861324,0.000005602859,0.0000069246735,0.00003840382,0.99815077,0.00035840226,0.00030482764,0.00022820107,0.0000057192256],"about_ca_topic_score_codex":0.051512405,"about_ca_topic_score_gemma":0.03337002,"teacher_disagreement_score":0.051512405,"about_ca_system_score_codex":0.0015678215,"about_ca_system_score_gemma":0.0019222421,"threshold_uncertainty_score":0.10242516},"labels":[],"label_agreement":null},{"id":"W3199361467","doi":"10.32393/csme.2021.149","title":"Optimization Of A Multi-Jet Water Flow Meter","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Flow Measurement and Analysis","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":"Western University","funders":"","keywords":"Metre; Flow measurement; Jet (fluid); Flow (mathematics); Water jet; Computer science; Environmental science; Marine engineering; Mechanics; Aerospace engineering; Engineering; Physics","score_opus":0.011173577223350054,"score_gpt":0.19850901002289167,"score_spread":0.18733543279954162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199361467","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30921492,0.0005268227,0.6653383,0.00053865236,0.00019296349,0.0010192059,0.00057880353,0.0046006422,0.017989673],"genre_scores_gemma":[0.84436524,0.00015233789,0.1493242,0.00006896734,0.000018913854,0.0002526587,0.00029812634,0.00013221444,0.00538739],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989478,0.00015690013,0.00006576134,0.00022164418,0.00045972102,0.00014829273],"domain_scores_gemma":[0.9989594,0.00025415584,0.00020726808,0.00010720692,0.00036517554,0.00010668402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001150329,0.0012540784,0.0009215218,0.00094024575,0.000637749,0.0018010332,0.0013724497,0.001010398,0.0041238354],"category_scores_gemma":[0.0019371113,0.00064632,0.00062985433,0.0006812776,0.0003571073,0.0011410427,0.0009468258,0.00094966573,0.0012609696],"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":[0.0010808425,0.0009534323,0.01773657,0.0008248578,0.000105038394,0.00067054445,0.00023386552,0.5523398,0.19143593,0.0038763345,0.005100474,0.22564226],"study_design_scores_gemma":[0.00015983962,0.0024413983,0.009729859,0.000059285234,0.00014879792,0.00036493322,0.0001816588,0.8903538,0.08340849,0.00093868177,0.012117461,0.00009594069],"about_ca_topic_score_codex":0.0019238867,"about_ca_topic_score_gemma":0.0019688471,"teacher_disagreement_score":0.0041238354,"about_ca_system_score_codex":0.0011343878,"about_ca_system_score_gemma":0.0011709209,"threshold_uncertainty_score":0.013795614},"labels":[],"label_agreement":null},{"id":"W3199392992","doi":"10.32393/csme.2021.90","title":"Analysis Of Microgeneration Options For The City Of Edmonton","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Computer science; Business; Environmental science","score_opus":0.062401861469542234,"score_gpt":0.336159986358739,"score_spread":0.27375812488919676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199392992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895947,0.0001513461,0.0021341918,0.00018408484,0.0000048821767,0.00006371935,0.0007924737,0.000012779311,0.0070618736],"genre_scores_gemma":[0.9891517,0.00018814707,0.005509568,0.000020707104,0.0000026919201,0.000043555905,0.0010460203,0.000008849493,0.004028764],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995098,0.000112342525,0.0000132523355,0.000055915276,0.00015684639,0.00015195088],"domain_scores_gemma":[0.99938,0.00025540605,0.00007849295,0.000025717183,0.00018167084,0.00007861567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008892819,0.00040220367,0.00033559417,0.0022580535,0.0012794549,0.0015630419,0.0006313707,0.00052506605,0.0041144323],"category_scores_gemma":[0.0017046187,0.00025475927,0.0007762445,0.0024337058,0.0004894105,0.0005502842,0.00082833524,0.00038159845,0.00012603552],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083141687,0.0002382013,0.31553605,0.00037887992,0.000313621,0.0021230793,0.0029048484,0.566174,0.005779274,0.038414836,0.0035772664,0.06372844],"study_design_scores_gemma":[0.000107989006,0.00032642076,0.55174655,0.00020964563,0.00021841556,0.0003261449,0.020919887,0.37389413,0.003807361,0.008856014,0.039365113,0.0002223693],"about_ca_topic_score_codex":0.51539546,"about_ca_topic_score_gemma":0.81428677,"teacher_disagreement_score":0.48460454,"about_ca_system_score_codex":0.008787014,"about_ca_system_score_gemma":0.005134408,"threshold_uncertainty_score":0.97491693},"labels":[],"label_agreement":null},{"id":"W3199397630","doi":"10.32393/csme.2021.180","title":"Transient Thermal Circuit Model Of The Northern Spirit Cube Satellites","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Spacecraft Design and Technology","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 Alberta","funders":"","keywords":"Transient (computer programming); Cube (algebra); Thermal; Transient analysis; Computer science; Transient response; Remote sensing; Electrical engineering; Geology; Engineering; Meteorology; Physics; Geometry; Mathematics","score_opus":0.01022285977928744,"score_gpt":0.18429425893573234,"score_spread":0.1740713991564449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199397630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48426646,0.00086888624,0.20361975,0.0014511131,0.00020681528,0.00013076563,0.002114134,0.0016814572,0.3056606],"genre_scores_gemma":[0.97284013,0.000112252994,0.0014541636,0.000051942123,0.000010173514,0.00003232507,0.00015901672,0.00007309885,0.025266876],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99994814,0.000011149381,0.0000012071029,0.000009348291,0.00001649948,0.000013717648],"domain_scores_gemma":[0.99993706,0.00002160528,0.0000071255618,0.0000063201505,0.0000218896,0.0000058745954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009197038,0.00026422122,0.00039954073,0.0001943771,0.0004386939,0.00050081493,0.000725493,0.0007031909,0.010229606],"category_scores_gemma":[0.00029285194,0.00019588097,0.00036683638,0.00023622297,0.0005701203,0.00047050207,0.00025144653,0.0004330144,0.00066046824],"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":[0.000049420567,0.000008580779,0.0002363196,0.000022868506,0.0000074436434,0.000072188835,0.00005738406,0.9862737,0.0029429095,0.00763995,0.0010729794,0.0016163219],"study_design_scores_gemma":[0.000008084671,0.000014387819,0.00026854526,0.0000034605662,0.000004505396,0.00001097622,0.000026755637,0.9969048,0.00041869565,0.0013228124,0.0010126336,0.000004357486],"about_ca_topic_score_codex":0.06574536,"about_ca_topic_score_gemma":0.037813503,"teacher_disagreement_score":0.06574536,"about_ca_system_score_codex":0.0014198702,"about_ca_system_score_gemma":0.0010571087,"threshold_uncertainty_score":0.13072532},"labels":[],"label_agreement":null},{"id":"W3199425593","doi":"10.32393/csme.2021.23","title":"Exploring The Rheological, Crystallization, And Mechanical Property Behaviour Of Stereocomplexed Poly(Lactide) Blends, And Their Crystalline Network Structures","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","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":"Crystallization; Rheology; Materials science; Lactide; Composite material; Property (philosophy); Polymer science; Polymer chemistry; Chemical engineering; Copolymer; Polymer; Engineering; Philosophy","score_opus":0.03704198765731188,"score_gpt":0.21452558599668972,"score_spread":0.17748359833937785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199425593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99854773,0.00029088825,0.0005825757,0.000009830773,0.0000023375576,0.000005116028,0.000082941806,0.000010187884,0.00046829155],"genre_scores_gemma":[0.9979856,0.0003371325,0.0008846523,0.000008065912,0.0000023759033,0.00001164898,0.0001204023,0.00000894761,0.0006411552],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99995196,0.0000038671224,0.0000041256408,0.00001407607,0.00001805467,0.000007957191],"domain_scores_gemma":[0.9999318,0.000012591898,0.000028653767,0.000003810739,0.000012545271,0.000010603452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000076683806,0.0001624324,0.000087096916,0.00016934503,0.00006988083,0.00017605838,0.000066899745,0.00009958358,0.00047711807],"category_scores_gemma":[0.0001403971,0.00007175843,0.00009262061,0.00015669015,0.000084896084,0.00025193367,0.00006370588,0.00019845688,0.00008366493],"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":[0.00002290343,0.000010617069,0.0002539424,0.000009847552,0.0000017890028,0.000012255757,0.0000088774605,0.00006585983,0.9989518,0.000014601562,0.000005593213,0.0006418873],"study_design_scores_gemma":[0.0000033315782,0.00011408219,0.0059339073,0.0000024844944,0.0000083760015,0.00004560127,0.00002113168,0.0015916127,0.99186605,0.00001304714,0.0003969176,0.0000034143204],"about_ca_topic_score_codex":0.00037710945,"about_ca_topic_score_gemma":0.00071297924,"teacher_disagreement_score":0.00047711807,"about_ca_system_score_codex":0.0001265162,"about_ca_system_score_gemma":0.00007131815,"threshold_uncertainty_score":0.0015960932},"labels":[],"label_agreement":null},{"id":"W3199434481","doi":"10.32393/csme.2021.170","title":"Investigations Into The Effect Of Heat Exchanger Volume And Geometry On Low-Temperature Stirling Engine Performance","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Advanced Thermodynamic Systems and Engines","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stirling engine; Heat exchanger; Volume (thermodynamics); Heat engine; Stirling cycle; Mechanical engineering; Materials science; Mechanics; Thermodynamics; Engineering; Physics","score_opus":0.003164615407886312,"score_gpt":0.18918173215031686,"score_spread":0.18601711674243054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199434481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99545765,0.0013027547,0.0010655995,0.00004119728,0.000015693238,0.000018339926,0.0002275999,0.000107874774,0.0017633347],"genre_scores_gemma":[0.9979803,0.00032008786,0.00041285632,0.000012263926,0.000006918092,0.000004204166,0.00017511121,0.00003300349,0.001055358],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971277,0.000055087035,0.0000149488615,0.000036133333,0.00013675936,0.000044225704],"domain_scores_gemma":[0.99893826,0.0006432316,0.0001095492,0.00004688367,0.00022087294,0.000041219988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004760537,0.00031325305,0.00031666417,0.00022079975,0.00022353632,0.0003347461,0.00045029586,0.00028447944,0.001947287],"category_scores_gemma":[0.0011772778,0.00018204816,0.00030342376,0.00029791897,0.00023972482,0.00037556406,0.00014336182,0.0002629175,0.0006202899],"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":[0.0014757109,0.00020767063,0.0032544578,0.00024267977,0.00003177009,0.000100222234,0.00010539724,0.00571766,0.97715545,0.00008635388,0.00031780047,0.011304691],"study_design_scores_gemma":[0.000039237926,0.0022217783,0.038065564,0.000009556747,0.000070493275,0.00014123411,0.000090652604,0.0063427924,0.95164543,0.000047541234,0.0012861554,0.00003967146],"about_ca_topic_score_codex":0.004464958,"about_ca_topic_score_gemma":0.0056258915,"teacher_disagreement_score":0.004464958,"about_ca_system_score_codex":0.00032432887,"about_ca_system_score_gemma":0.00025316264,"threshold_uncertainty_score":0.008877933},"labels":[],"label_agreement":null},{"id":"W3199444388","doi":"10.32393/csme.2021.106","title":"Synthetic Jet Development For Wall Jet Flow Control","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Plasma and Flow Control in Aerodynamics","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":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; New Brunswick Innovation Foundation","keywords":"Jet (fluid); Synthetic jet; Flow control (data); Computer science; Mechanics; Aerospace engineering; Physics; Engineering; Telecommunications; Artificial intelligence","score_opus":0.005755351834145812,"score_gpt":0.18938067527260108,"score_spread":0.18362532343845528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199444388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65260255,0.0036777463,0.32963392,0.0002553726,0.0005103579,0.0003406669,0.0005011336,0.001110068,0.011368234],"genre_scores_gemma":[0.86491865,0.001269792,0.12778588,0.00009888386,0.00005360024,0.0002352559,0.00060215977,0.00012324982,0.0049126116],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99935323,0.00005608044,0.00004468173,0.00007355259,0.00041775344,0.000054685814],"domain_scores_gemma":[0.99939954,0.00010891813,0.00018525176,0.00004987206,0.0002008861,0.000055485976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076954375,0.0003527662,0.00029230773,0.00039432704,0.00020970005,0.0005165794,0.00048092945,0.00040407316,0.001192166],"category_scores_gemma":[0.0008687787,0.00022183459,0.00029080862,0.00025415493,0.00033625658,0.00049657334,0.00045451472,0.0005160216,0.000339355],"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":[0.00007687808,0.000026312568,0.00025208748,0.00016110536,0.0000074436616,0.00008515213,0.00003789451,0.0018317574,0.9836648,0.0013243157,0.00025985157,0.012272419],"study_design_scores_gemma":[0.000026950873,0.00083450554,0.0017852997,0.000025569434,0.000014425652,0.00035270964,0.00002688864,0.017317677,0.9618053,0.0002245179,0.017561043,0.000025064235],"about_ca_topic_score_codex":0.00020742415,"about_ca_topic_score_gemma":0.0003758825,"teacher_disagreement_score":0.001192166,"about_ca_system_score_codex":0.00028635596,"about_ca_system_score_gemma":0.00033997625,"threshold_uncertainty_score":0.0040697455},"labels":[],"label_agreement":null},{"id":"W3199498139","doi":"10.32393/csme.2021.214","title":"Design And Testing Of The Electrical Power Subsystem For The Spudnik-1 Cubesat","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Spacecraft Design and Technology","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":"University of Prince Edward Island","funders":"Canadian Space Agency","keywords":"CubeSat; Power (physics); Computer science; Reliability engineering; Electrical engineering; Engineering; Aerospace engineering; Physics","score_opus":0.011773770740637485,"score_gpt":0.198326729152784,"score_spread":0.1865529584121465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199498139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8519185,0.0005753137,0.10215409,0.001239213,0.00021504925,0.0011787144,0.0015162464,0.002225624,0.038977265],"genre_scores_gemma":[0.9428623,0.00014341612,0.03848191,0.00015064709,0.000017343547,0.00030725764,0.00091188797,0.00015051698,0.01697483],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99936646,0.00010509457,0.000014632763,0.00006645137,0.00036153407,0.00008580032],"domain_scores_gemma":[0.9995498,0.000048214257,0.00003655728,0.00004880697,0.00026089622,0.000055606954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082186656,0.00053008646,0.00028818767,0.00047014203,0.00079016405,0.00059783884,0.0010941124,0.0005862343,0.005415713],"category_scores_gemma":[0.0006894042,0.000265599,0.00033319584,0.00021767948,0.00057849794,0.00062163715,0.0005233041,0.00042760352,0.0010212687],"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":[0.001367427,0.0004646113,0.01768269,0.0005883597,0.00028593998,0.0008013995,0.0014913374,0.13829911,0.6845605,0.0069143455,0.015151964,0.13239238],"study_design_scores_gemma":[0.00063515623,0.010680499,0.039205093,0.00010947191,0.00025719608,0.0009171213,0.000884586,0.27671736,0.5794294,0.0020410633,0.08898487,0.00013817631],"about_ca_topic_score_codex":0.0093795555,"about_ca_topic_score_gemma":0.015307511,"teacher_disagreement_score":0.0093795555,"about_ca_system_score_codex":0.0013964856,"about_ca_system_score_gemma":0.0030358154,"threshold_uncertainty_score":0.018649936},"labels":[],"label_agreement":null},{"id":"W3199500693","doi":"10.32393/csme.2021.172","title":"Perspectives On Mass Production Of Carbon Supported Pt-Based Electrocatalysts For Proton Exchange Membrane Fuel Cells","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Fuel Cells and Related Materials","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":"Proton exchange membrane fuel cell; Production (economics); Fuel cells; Carbon fibers; Membrane; Materials science; Proton; Chemical engineering; Chemistry; Nanotechnology; Engineering; Physics; Nuclear physics; Composite material","score_opus":0.005822081074207732,"score_gpt":0.19984279302834196,"score_spread":0.19402071195413423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199500693","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18930307,0.63036364,0.09980688,0.019111227,0.0029739342,0.00037185775,0.0010334934,0.00080946414,0.056226492],"genre_scores_gemma":[0.56635714,0.34292755,0.07396092,0.0031787313,0.0012657845,0.00035541024,0.00092123693,0.00018724045,0.010846035],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995322,0.00007415434,0.000029461304,0.00010440757,0.00019909846,0.000060738566],"domain_scores_gemma":[0.9997296,0.000082692335,0.000028741424,0.000023635715,0.00011023274,0.000025118612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096726837,0.000934361,0.0006153003,0.00071775337,0.00030872753,0.001053508,0.0008005194,0.0016029029,0.003174247],"category_scores_gemma":[0.00067160645,0.00034549687,0.0008112082,0.0006797843,0.00057125767,0.002195229,0.0005962498,0.0017076097,0.0013198201],"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":[0.00018505298,0.0002913845,0.000563028,0.005307508,0.00008125363,0.0012279954,0.00024577713,0.0025210746,0.8671069,0.030189782,0.0071590603,0.085121274],"study_design_scores_gemma":[0.0000794175,0.0012819621,0.0014325497,0.0005436266,0.00012622213,0.0010608124,0.00032362592,0.009340025,0.74820036,0.013629872,0.22388291,0.000098628014],"about_ca_topic_score_codex":0.00060186116,"about_ca_topic_score_gemma":0.0010580744,"teacher_disagreement_score":0.003174247,"about_ca_system_score_codex":0.00070588035,"about_ca_system_score_gemma":0.00041617698,"threshold_uncertainty_score":0.010618925},"labels":[],"label_agreement":null},{"id":"W3199538507","doi":"10.32393/csme.2021.53","title":"Multiobjective Optimization Of Vortex Tubes Integrated In A Trigenerative Compressed Air Energy Storage System","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Ranque-Hilsch vortex tube","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 de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Resources Canada; Hydro-Québec; Université de Sherbrooke","keywords":"Compressed air energy storage; Energy storage; Compressed air; Vortex; Computer science; Vortex tube; Mechanical engineering; Engineering; Mechanics; Physics; Thermodynamics","score_opus":0.0048629983286448825,"score_gpt":0.19084412830815708,"score_spread":0.18598112997951222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199538507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9031544,0.00048609616,0.082077,0.000329298,0.00007347131,0.000109743705,0.00015996177,0.000107961016,0.01350206],"genre_scores_gemma":[0.99304163,0.000070843555,0.0049421275,0.000020829635,0.0000033642793,0.000037824902,0.000030452962,0.0000059163763,0.001847034],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998834,0.000037471527,0.000004634122,0.000016100188,0.000024117946,0.00003424032],"domain_scores_gemma":[0.99972445,0.00016469028,0.00003644492,0.000007802165,0.00003941913,0.000027143657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004440945,0.0004962715,0.00077579083,0.00037056036,0.0004419688,0.0011016899,0.00041790336,0.0010520262,0.0016199427],"category_scores_gemma":[0.00064681884,0.00029671597,0.00041982558,0.00032050448,0.00059429614,0.00035991843,0.0005037246,0.00036376916,0.000090379704],"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":[0.00008502995,0.000026913787,0.00046827973,0.000027852939,0.000016718099,0.00007091792,0.0000144154355,0.9944718,0.0019932927,0.0007962046,0.000084709034,0.0019440296],"study_design_scores_gemma":[0.000019509605,0.0001039754,0.00025237762,0.0000040220016,0.000009196432,0.000006578426,0.000021866505,0.9986639,0.0005824246,0.00016523367,0.00016683195,0.0000040855334],"about_ca_topic_score_codex":0.011106704,"about_ca_topic_score_gemma":0.007093896,"teacher_disagreement_score":0.011106704,"about_ca_system_score_codex":0.0008829193,"about_ca_system_score_gemma":0.0011169874,"threshold_uncertainty_score":0.022084117},"labels":[],"label_agreement":null},{"id":"W3199552523","doi":"10.32393/csme.2021.248","title":"Investigation Of The Flow Behavior In A Channel With Pcm-Integrated Columns, Subjected To A Sudden Temperature Rise","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Heat transfer and supercritical fluids","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":"Western University","funders":"","keywords":"Flow (mathematics); Channel (broadcasting); Materials science; Mechanics; Environmental science; Electrical engineering; Engineering; Physics","score_opus":0.006335740380783207,"score_gpt":0.1906024513316571,"score_spread":0.18426671095087388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199552523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99754673,0.00021720245,0.0009016462,0.000073227755,0.000042296582,0.000012634612,0.00032537148,0.00007763182,0.00080328144],"genre_scores_gemma":[0.9976278,0.00014147662,0.0008668428,0.000028904597,0.000010826661,0.000012182335,0.0001581896,0.000010212325,0.0011436045],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999007,0.00000773397,0.0000031084771,0.00003101721,0.000031035765,0.000026397702],"domain_scores_gemma":[0.99975866,0.00009289368,0.000044328655,0.000011274076,0.000061600666,0.000031264208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017481083,0.00016716079,0.00018876865,0.00026682566,0.000443675,0.00037874133,0.00016350493,0.00033902048,0.0019740316],"category_scores_gemma":[0.00027108172,0.00009072908,0.00015861595,0.00024325884,0.000528174,0.00031507472,0.00008847369,0.00051409146,0.00018602912],"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":[0.000613477,0.0002286729,0.005345288,0.00006672338,0.000012753802,0.00029062753,0.00027876627,0.00087804615,0.98642206,0.0002636589,0.00037483437,0.005225213],"study_design_scores_gemma":[0.000025006419,0.00096831087,0.035888575,0.00001734028,0.000031283907,0.00016831487,0.00039293373,0.016734798,0.9441223,0.0000971547,0.0015222819,0.00003172569],"about_ca_topic_score_codex":0.0024014509,"about_ca_topic_score_gemma":0.0024288462,"teacher_disagreement_score":0.0024014509,"about_ca_system_score_codex":0.00025300484,"about_ca_system_score_gemma":0.00025869094,"threshold_uncertainty_score":0.006603837},"labels":[],"label_agreement":null},{"id":"W3199572072","doi":"10.32393/csme.2021.14","title":"Effects Of Surface Energy Of Substrate On Water Density Profile At A Solid Interface","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Electrostatics and Colloid Interactions","field":"Chemistry","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":"Interface (matter); Materials science; Solid surface; Substrate (aquarium); Surface energy; Energy (signal processing); Optoelectronics; Environmental science; Computer science; Chemical physics; Physics; Wetting; Composite material; Geology","score_opus":0.0035570301605606608,"score_gpt":0.21127120901219898,"score_spread":0.20771417885163831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199572072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975853,0.0001881683,0.001119741,0.00003530335,0.000007827571,0.0000040818136,0.0000551037,0.00003124153,0.00097331044],"genre_scores_gemma":[0.99905163,0.00016205569,0.00051008863,0.000008392946,0.0000010536268,0.00000460799,0.00005188119,0.00000895377,0.00020131818],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999131,0.000007334831,0.0000050293906,0.000016225044,0.000029232495,0.00002913125],"domain_scores_gemma":[0.99976605,0.00012508353,0.000030672134,0.000013442053,0.00004060825,0.000024182822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118897326,0.00028122694,0.0002832829,0.00020826838,0.00017709906,0.00036308385,0.00019899594,0.00023434641,0.0015968758],"category_scores_gemma":[0.0005218429,0.00019402936,0.00020330073,0.00024767217,0.0003028192,0.00034668017,0.00025390572,0.0003128084,0.00015704583],"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":[0.00048288523,0.00006675318,0.0061845593,0.0001901351,0.000033569708,0.0005209968,0.00015615809,0.03793565,0.94635415,0.00095143163,0.00016036868,0.006963448],"study_design_scores_gemma":[0.000037294525,0.00047904454,0.01976366,0.000024806177,0.000037662667,0.00011945885,0.0003181818,0.21746576,0.76048416,0.00051765656,0.00070125615,0.000051162886],"about_ca_topic_score_codex":0.0016509364,"about_ca_topic_score_gemma":0.0011587247,"teacher_disagreement_score":0.0016509364,"about_ca_system_score_codex":0.00023245333,"about_ca_system_score_gemma":0.00020015558,"threshold_uncertainty_score":0.0053420663},"labels":[],"label_agreement":null},{"id":"W3199583189","doi":"10.32393/csme.2021.208","title":"Metamaterial-Inspired Rf Chipless Tag For Real-Time Non-Invasive Monitoring In Microfluidic Device","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Advanced Sensor and Energy Harvesting Materials","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":"Chipless RFID; Metamaterial; Microfluidics; Radio frequency; Computer science; Materials science; Optoelectronics; Telecommunications; Nanotechnology; Resonator","score_opus":0.012216873609642059,"score_gpt":0.23133073486592945,"score_spread":0.2191138612562874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199583189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5638596,0.010634607,0.4129966,0.0009591404,0.0010660099,0.00022150391,0.00045735907,0.0027128737,0.007092338],"genre_scores_gemma":[0.7829775,0.0018862882,0.20989944,0.00043912532,0.000105821724,0.000112247704,0.0001472439,0.000052670934,0.004379603],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986005,0.000017369823,0.000010651185,0.00004417278,0.00004969758,0.000018061963],"domain_scores_gemma":[0.9999081,0.000015087183,0.000035777783,0.000013627054,0.000017353934,0.000009967712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017287262,0.00035505896,0.00028366072,0.00023053221,0.00009519752,0.00029658136,0.00055509014,0.0006135184,0.00038568838],"category_scores_gemma":[0.00018994148,0.00015658545,0.00029667467,0.00016544978,0.00019578666,0.00042253407,0.0003264389,0.00024734958,0.00032639597],"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":[0.000026910722,0.000013322764,0.00009737346,0.00006478644,0.0000048113407,0.000045275865,0.00000826001,0.0002713924,0.9933302,0.00053360936,0.00014440011,0.0054596406],"study_design_scores_gemma":[0.000011149833,0.00016032907,0.0004119577,0.0000065187046,0.000019951593,0.00020706376,0.000006335093,0.01030505,0.9838612,0.0001524501,0.004840178,0.000017803353],"about_ca_topic_score_codex":0.00010724429,"about_ca_topic_score_gemma":0.0002676466,"teacher_disagreement_score":0.0006135184,"about_ca_system_score_codex":0.00033961763,"about_ca_system_score_gemma":0.0001740416,"threshold_uncertainty_score":0.002464056},"labels":[],"label_agreement":null},{"id":"W3199626554","doi":"10.32393/csme.2021.222","title":"CFD-DEM Simulation Of Multi-Particle Arching At Sand Filter Opening","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Metal Forming Simulation Techniques","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; RGL Reservoir Management","keywords":"Computational fluid dynamics; CFD-DEM; Particle (ecology); Computer science; Fluid simulation; Particle filter; Marine engineering; Geotechnical engineering; Filter (signal processing); Geology; Mechanics; Engineering; Physics; Computer vision","score_opus":0.01865067874369755,"score_gpt":0.2636797296191707,"score_spread":0.24502905087547314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199626554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598645,0.00013195479,0.021079555,0.00019905492,0.00004457755,0.000080762715,0.0007136066,0.0003562572,0.017529812],"genre_scores_gemma":[0.99237037,0.000057273166,0.0049420334,0.0000121306,0.0000036399329,0.000022462616,0.00018499521,0.000020618754,0.002386504],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999879,0.000017014376,0.0000066504317,0.000016174896,0.000039815997,0.000041360137],"domain_scores_gemma":[0.99970335,0.00015451325,0.000029842819,0.000021211472,0.000053267944,0.000037788555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002207568,0.00032866915,0.00043996936,0.00046038136,0.0005900729,0.00064997876,0.0005102591,0.0011396593,0.0021561175],"category_scores_gemma":[0.0007253157,0.00023753653,0.0004111618,0.0004086424,0.0006102793,0.00034305494,0.00038514865,0.00044621647,0.00019313856],"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":[0.00007168911,0.000044994766,0.0033280542,0.00003393799,0.000007994984,0.00017669162,0.00007670118,0.9881859,0.004336352,0.0011891489,0.00022030453,0.002328316],"study_design_scores_gemma":[0.000008571764,0.000018421573,0.0013382402,0.0000036679776,0.0000026916643,0.000015684318,0.000043753967,0.99621636,0.0019105491,0.00013854432,0.00029781568,0.0000056576846],"about_ca_topic_score_codex":0.04642919,"about_ca_topic_score_gemma":0.029913278,"teacher_disagreement_score":0.04642919,"about_ca_system_score_codex":0.001200914,"about_ca_system_score_gemma":0.0012129055,"threshold_uncertainty_score":0.09231788},"labels":[],"label_agreement":null},{"id":"W3199643351","doi":"10.32393/csme.2021.19","title":"Predicting Porosity And Porosity Profiles Of Fibrous Transport Materials With Convolutional Neural Networks","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Material Properties and Processing","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 Toronto","funders":"","keywords":"Porosity; Convolutional neural network; Artificial neural network; Materials science; Computer science; Artificial intelligence; Composite material","score_opus":0.005141895592474761,"score_gpt":0.17274705804439996,"score_spread":0.1676051624519252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199643351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8082009,0.0023719354,0.17954041,0.00043231968,0.00009789344,0.000044987733,0.0019971966,0.0022134248,0.005100947],"genre_scores_gemma":[0.97838,0.00046957014,0.01852068,0.000021382735,0.000017694683,0.000012732658,0.0010838248,0.000069722424,0.0014242873],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991393,0.00000947989,0.000004863809,0.000023371165,0.00003384508,0.000014469835],"domain_scores_gemma":[0.99953175,0.00020678506,0.00007459591,0.00004201678,0.00012125306,0.00002353433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038991674,0.0006824629,0.0003552897,0.0014409223,0.00022943974,0.00085582363,0.00070531486,0.00062027504,0.0007168449],"category_scores_gemma":[0.0011775005,0.00050457614,0.00045955248,0.00081541575,0.0003394634,0.0011554196,0.00050113676,0.00067467033,0.00032952696],"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":[0.00037642385,0.00026259656,0.018223964,0.00019341745,0.00011185575,0.00014182161,0.000068923364,0.80291015,0.03561764,0.00298281,0.003242887,0.13586748],"study_design_scores_gemma":[0.0000028484196,0.0000073103643,0.0019309415,0.0000045072134,0.000005805608,0.000008241334,0.0000066409075,0.9923602,0.004651475,0.0007812498,0.00023436654,0.000006402121],"about_ca_topic_score_codex":0.014931396,"about_ca_topic_score_gemma":0.02197246,"teacher_disagreement_score":0.014931396,"about_ca_system_score_codex":0.0011159431,"about_ca_system_score_gemma":0.0005703842,"threshold_uncertainty_score":0.029688954},"labels":[],"label_agreement":null},{"id":"W3199656598","doi":"10.32393/csme.2021.188","title":"Sitting Direction Assessment Using Center Of Pressure Measured From Force Plate","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","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 Alberta","funders":"","keywords":"Center of pressure (fluid mechanics); Sitting; Center (category theory); Materials science; Computer science; Physics; Mechanics; Medicine; Chemistry","score_opus":0.013246930475611776,"score_gpt":0.27457648099129234,"score_spread":0.2613295505156806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199656598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9182429,0.0022329625,0.062040083,0.00023692937,0.00025387827,0.00052445405,0.0030319616,0.00081054226,0.012626223],"genre_scores_gemma":[0.962672,0.001234769,0.031074323,0.00011258874,0.00011806582,0.00030249564,0.0013710592,0.000093194096,0.0030214563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999106,0.00017620514,0.000114991104,0.00019547611,0.00033724806,0.000070129936],"domain_scores_gemma":[0.99847287,0.00020288909,0.00041481166,0.000079849175,0.00069566927,0.00013386268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006032521,0.0010513974,0.0004959024,0.0017110892,0.00037448044,0.0007884556,0.0005722937,0.0006450041,0.003774323],"category_scores_gemma":[0.0021129588,0.00024895987,0.00044295323,0.0009352178,0.00026595933,0.00048389175,0.0005000572,0.0004628299,0.0011052786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001683904,0.0006019194,0.50371915,0.0010623703,0.000388305,0.0007048394,0.0012774087,0.0009947496,0.17592259,0.0004462293,0.0041684536,0.30903015],"study_design_scores_gemma":[0.00003711087,0.0014149388,0.97399455,0.00008319645,0.00011512896,0.0011880683,0.0006267138,0.0021234064,0.01858106,0.0002193275,0.0015398195,0.00007662502],"about_ca_topic_score_codex":0.0023459364,"about_ca_topic_score_gemma":0.0073878327,"teacher_disagreement_score":0.003774323,"about_ca_system_score_codex":0.00010293247,"about_ca_system_score_gemma":0.0002959904,"threshold_uncertainty_score":0.01262635},"labels":[],"label_agreement":null},{"id":"W3199676829","doi":"10.32393/csme.2021.228","title":"Optimization Of Time-Variant Laser Power In A Cladding Process","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Laser Design and Applications","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 Guelph","funders":"","keywords":"Process (computing); Cladding (metalworking); Computer science; Power (physics); Laser; Materials science; Optics; Physics; Composite material","score_opus":0.004931228605066448,"score_gpt":0.20417120710090955,"score_spread":0.1992399784958431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199676829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7274332,0.00041875138,0.2615838,0.00022209347,0.000034207995,0.00011091945,0.00005818365,0.00031645084,0.009822418],"genre_scores_gemma":[0.93906844,0.00012018439,0.059509087,0.000014856474,0.000003086801,0.000047076963,0.000018417257,0.000046154346,0.0011727584],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998012,0.00003581219,0.00000926359,0.000045929504,0.000072605944,0.000035130204],"domain_scores_gemma":[0.9995677,0.00021088237,0.000093021314,0.00002808905,0.00008350703,0.000016730788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006612785,0.00045056056,0.00030196755,0.00034734004,0.00030165247,0.0006514082,0.00044389392,0.00040205286,0.00068702956],"category_scores_gemma":[0.0010834809,0.00026914227,0.0002834036,0.0003632819,0.00044256722,0.00047442742,0.0002620761,0.0003262438,0.00015570417],"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":[0.00025752964,0.00018327778,0.0011633869,0.00013350436,0.000026891714,0.00008803422,0.00010454323,0.83053815,0.1341087,0.0032970926,0.00024614108,0.029852705],"study_design_scores_gemma":[0.000031302625,0.00021228717,0.00058639137,0.0000055258315,0.000012911878,0.000018712912,0.000022617762,0.9601204,0.038004603,0.00045306934,0.0005211813,0.000011034208],"about_ca_topic_score_codex":0.0020702474,"about_ca_topic_score_gemma":0.0030628883,"teacher_disagreement_score":0.0020702474,"about_ca_system_score_codex":0.0010456917,"about_ca_system_score_gemma":0.00082297705,"threshold_uncertainty_score":0.0075870156},"labels":[],"label_agreement":null},{"id":"W3199677408","doi":"10.32393/csme.2021.223","title":"Manual Wheelchair Stroke Time Estimation Using Hand-Mounted Sensor","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Gaze Tracking and Assistive Technology","field":"Computer Science","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 Alberta","funders":"","keywords":"Wheelchair; Computer science; Estimation; Stroke (engine); Manual wheelchair; Physical medicine and rehabilitation; Artificial intelligence; Medicine; Engineering; World Wide Web; Mechanical engineering","score_opus":0.008434859307545336,"score_gpt":0.24651433072081874,"score_spread":0.2380794714132734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199677408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6116731,0.002252564,0.37421772,0.00009697387,0.00025623976,0.00021569907,0.0014552163,0.002442469,0.0073899766],"genre_scores_gemma":[0.9546362,0.0008354677,0.04158647,0.000050705316,0.000057091187,0.00016027967,0.00054159376,0.00002157715,0.0021106142],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998074,0.000021309506,0.000016585227,0.000056373883,0.00007719496,0.00002112225],"domain_scores_gemma":[0.999845,0.000025995545,0.000034630546,0.0000106227635,0.00007266378,0.000010987427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010406616,0.00056227506,0.0004583673,0.0011444739,0.00011207945,0.00030042726,0.00035563097,0.00044119256,0.0010929076],"category_scores_gemma":[0.0005415724,0.0001403568,0.00024009308,0.0006915201,0.00006267983,0.00032767426,0.0002099836,0.00014138129,0.0004472924],"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":[0.0011420493,0.00034004357,0.058261298,0.0008716222,0.00025794588,0.0006801416,0.00024852672,0.03093458,0.20788579,0.0006687262,0.0042615463,0.6944478],"study_design_scores_gemma":[0.00008126658,0.0009924667,0.22829984,0.00012797164,0.00021288505,0.0013875033,0.0003217098,0.6874332,0.07386128,0.0006541899,0.0064950674,0.00013270372],"about_ca_topic_score_codex":0.0019009237,"about_ca_topic_score_gemma":0.002184232,"teacher_disagreement_score":0.0019009237,"about_ca_system_score_codex":0.00012582705,"about_ca_system_score_gemma":0.00020478164,"threshold_uncertainty_score":0.0037797093},"labels":[],"label_agreement":null},{"id":"W3199691446","doi":"10.32393/csme.2021.18","title":"Elimination Of The Mullins Effect For Four Rubbers","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Mechanical Engineering and Vibrations Research","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":"Materials science; Composite material","score_opus":0.010282662870923625,"score_gpt":0.23685116199819528,"score_spread":0.22656849912727164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199691446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868972,0.0008686155,0.00879926,0.0000516267,0.00006296822,0.00003968399,0.00008899076,0.00012942056,0.0030623402],"genre_scores_gemma":[0.99075717,0.00027946557,0.00555675,0.000028809225,0.000008652318,0.00003617731,0.00016185567,0.00004715892,0.0031239882],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99916863,0.00007299664,0.000041482344,0.00017193989,0.00037336856,0.0001715903],"domain_scores_gemma":[0.9989281,0.0003547695,0.0001771175,0.00020169394,0.00028104737,0.00005722569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044622945,0.00047805934,0.0006905912,0.0006794905,0.0005554789,0.00029753378,0.0004672628,0.00046933314,0.0054982235],"category_scores_gemma":[0.0010329817,0.00031256455,0.00064161484,0.0004623576,0.00061803445,0.0005154457,0.0004353958,0.00055635395,0.00044735766],"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":[0.0009177566,0.00011279478,0.0024437008,0.00034245983,0.000030096498,0.00028026054,0.00025923396,0.001355296,0.96747184,0.0006007626,0.00017258713,0.026013054],"study_design_scores_gemma":[0.000015269914,0.0010405316,0.02661912,0.00002750811,0.000057883073,0.00031617875,0.00011314953,0.0035489078,0.9630952,0.00019341115,0.004944396,0.000028538678],"about_ca_topic_score_codex":0.0006807856,"about_ca_topic_score_gemma":0.0015662063,"teacher_disagreement_score":0.0054982235,"about_ca_system_score_codex":0.00019457607,"about_ca_system_score_gemma":0.00038181624,"threshold_uncertainty_score":0.018393397},"labels":[],"label_agreement":null},{"id":"W3199707470","doi":"10.32393/csme.2021.98","title":"Experimental Study On Direct Kinetic To Thermal Energy Conversion","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","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":"Memorial University of Newfoundland","funders":"","keywords":"Kinetic energy; Thermal; Energy transformation; Materials science; Thermodynamics; Environmental science; Computer science; Physics; Classical mechanics","score_opus":0.006187716365453362,"score_gpt":0.2357347039782736,"score_spread":0.22954698761282022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199707470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96764004,0.0011126547,0.014710328,0.00016075252,0.00020134484,0.00020365296,0.0010569856,0.00023969925,0.0146745555],"genre_scores_gemma":[0.98133045,0.00084142445,0.009412505,0.000073378615,0.00003931602,0.00018625414,0.0008594889,0.000072960145,0.007184247],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991598,0.000067217894,0.0000641594,0.00020841756,0.00036027786,0.000140034],"domain_scores_gemma":[0.9989524,0.000290402,0.000103187005,0.00021056051,0.00038802126,0.00005534143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059831026,0.0006391643,0.00046854952,0.0004988275,0.00074397156,0.0005774111,0.0007129367,0.00064631447,0.009211407],"category_scores_gemma":[0.0011017675,0.0002538854,0.00035580443,0.0008082415,0.0006908179,0.0007396138,0.00053510483,0.00067672064,0.0013905228],"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":[0.0008660684,0.000741865,0.0012754723,0.00048063477,0.000019308009,0.00023526885,0.00023848703,0.0014075119,0.9796147,0.0020187225,0.00064148265,0.012460651],"study_design_scores_gemma":[0.00007271472,0.0018803644,0.0037339774,0.000029288653,0.00002688047,0.00017025588,0.00018499455,0.0035406912,0.98391855,0.0004673906,0.0059428485,0.0000320612],"about_ca_topic_score_codex":0.00052584417,"about_ca_topic_score_gemma":0.00039919693,"teacher_disagreement_score":0.009211407,"about_ca_system_score_codex":0.00027171802,"about_ca_system_score_gemma":0.000307935,"threshold_uncertainty_score":0.030815244},"labels":[],"label_agreement":null},{"id":"W3199755187","doi":"10.32393/csme.2021.195","title":"Assessment Of Turbulent Mixing In A Static Mixer Using Mean Age","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Particle Dynamics in Fluid Flows","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 Alberta","funders":"","keywords":"Mixing (physics); Turbulence; Static mixer; Statistical physics; Mechanics; Materials science; Computer science; Mathematics; Physics; Quantum mechanics","score_opus":0.0130893914656019,"score_gpt":0.2576731218075319,"score_spread":0.24458373034192998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199755187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815601,0.00043563166,0.016274484,0.00001553699,0.00001848036,0.000022504231,0.00010947002,0.000058615475,0.0015051445],"genre_scores_gemma":[0.9921629,0.0002739679,0.006794857,0.000013997881,0.000009615045,0.000019352738,0.00014147813,0.000012071359,0.00057185366],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997583,0.000028532884,0.000021053342,0.000048354686,0.00010606552,0.00003761244],"domain_scores_gemma":[0.9995999,0.00011398359,0.00008082523,0.000019889927,0.0001412334,0.000044226614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007379699,0.0002992438,0.00036480406,0.00126799,0.00038952995,0.00064091955,0.00016962572,0.00030320717,0.0004943862],"category_scores_gemma":[0.00065711484,0.00015236797,0.0003043445,0.0005930162,0.0003264249,0.00060964125,0.00036955014,0.00034626716,0.00012490347],"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":[0.00049525953,0.00010913009,0.03572081,0.00009780073,0.000029372666,0.00011386619,0.00029880682,0.0041069677,0.9398735,0.00097160117,0.00007527762,0.01810768],"study_design_scores_gemma":[0.000028793645,0.0019343755,0.15533434,0.00002698538,0.0001207208,0.0003914645,0.0005466062,0.069173396,0.76967525,0.0006861626,0.0019601965,0.00012170789],"about_ca_topic_score_codex":0.00091880973,"about_ca_topic_score_gemma":0.0010888827,"teacher_disagreement_score":0.00126799,"about_ca_system_score_codex":0.00024343029,"about_ca_system_score_gemma":0.00020861857,"threshold_uncertainty_score":0.003902793},"labels":[],"label_agreement":null},{"id":"W3199788445","doi":"10.32393/csme.2021.229","title":"Rheological Analysis Of A Cellulose Nanofibril Composite Hydrogel Bioink For Bioprinting Applications","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"3D Printing in Biomedical Research","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":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Composite number; Materials science; Cellulose; Rheology; 3D bioprinting; Composite material; Chemical engineering; Biomedical engineering; Tissue engineering; Engineering","score_opus":0.011718777917509565,"score_gpt":0.25563914220582473,"score_spread":0.24392036428831518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199788445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98870546,0.0009569892,0.00805796,0.000054471984,0.00004387646,0.000041832485,0.00046343464,0.00015700003,0.0015190466],"genre_scores_gemma":[0.9882796,0.0004922189,0.008979338,0.000036915288,0.000011595324,0.000038021597,0.0004243362,0.00005293754,0.001685168],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998882,0.0000107353935,0.00001302425,0.000028682727,0.000042946696,0.000016437805],"domain_scores_gemma":[0.99973625,0.00010773005,0.000049332757,0.000018654518,0.000054557975,0.000033447002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026031496,0.00023921997,0.0001753793,0.00038696046,0.00017239148,0.00020498755,0.00013192506,0.00025731293,0.0010095797],"category_scores_gemma":[0.00041886157,0.000072204195,0.00018766265,0.00020636876,0.00012379092,0.0001803486,0.00005428994,0.00024847375,0.00023229823],"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":[0.00003823156,0.00001114522,0.00020687566,0.000017498776,0.0000018367712,0.000032588054,0.000015701877,0.000045842273,0.99866307,0.0000063453604,0.000012512468,0.00094839814],"study_design_scores_gemma":[0.0000032726223,0.00016120622,0.008960225,0.0000062046634,0.000012988247,0.00009174784,0.000020786774,0.0013549962,0.9889693,0.0000067429582,0.00040681244,0.00000569101],"about_ca_topic_score_codex":0.00049355935,"about_ca_topic_score_gemma":0.000752674,"teacher_disagreement_score":0.0010095797,"about_ca_system_score_codex":0.00013863057,"about_ca_system_score_gemma":0.0001116599,"threshold_uncertainty_score":0.003377378},"labels":[],"label_agreement":null},{"id":"W3199810771","doi":"10.32393/csme.2021.2","title":"Design Of A 3D Printed Non-Linear Vibration Energy Harvester Using Electromagnetic Induction.","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Innovative Energy Harvesting Technologies","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":"Memorial University of Newfoundland","funders":"","keywords":"Vibration; Linear induction motor; Electromagnetic induction; 3d printed; Acoustics; Energy (signal processing); Computer science; Mechanical engineering; Electrical engineering; Engineering; Physics; Induction motor; Voltage; Electromagnetic coil","score_opus":0.016516927525137573,"score_gpt":0.22073316822133307,"score_spread":0.20421624069619548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199810771","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1118832,0.0015633798,0.86823267,0.0004871479,0.00038945262,0.00023085134,0.00027467293,0.002583065,0.014355536],"genre_scores_gemma":[0.54088354,0.0008694517,0.43214583,0.0002096303,0.000060584214,0.0002643536,0.00026737998,0.00014026332,0.025158912],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998559,0.00000887877,0.0000067468213,0.00004175856,0.00007483603,0.000011845141],"domain_scores_gemma":[0.99991095,0.000016722364,0.000028163782,0.000013498576,0.000022168815,0.000008564398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013947467,0.000305044,0.00029334906,0.0002571003,0.00015138583,0.0004567315,0.0008855027,0.0008096617,0.0018824985],"category_scores_gemma":[0.00016362907,0.00032805654,0.00052898005,0.00022142041,0.00019277043,0.000531084,0.0002664047,0.00034333766,0.0012943748],"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":[0.00005013308,0.00006641782,0.00023260737,0.00032386396,0.0000332409,0.00032729682,0.00007298851,0.013719661,0.93398887,0.002061259,0.0011983152,0.047925316],"study_design_scores_gemma":[0.00006111248,0.0008537668,0.0022738373,0.000035862162,0.000081496095,0.0016510485,0.00004504966,0.18495043,0.77115196,0.0011885491,0.037618943,0.00008782515],"about_ca_topic_score_codex":0.00017799766,"about_ca_topic_score_gemma":0.0002894803,"teacher_disagreement_score":0.0018824985,"about_ca_system_score_codex":0.00025418354,"about_ca_system_score_gemma":0.00017366665,"threshold_uncertainty_score":0.0062975883},"labels":[],"label_agreement":null},{"id":"W3199821979","doi":"10.32393/csme.2021.242","title":"Transient Behaviour Of A Freezing Pcm In A Uniformly Cooled Circular Cavity","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Freezing and Crystallization Processes","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":"Western University","funders":"","keywords":"Transient (computer programming); Transient analysis; Materials science; Mechanics; Transient response; Physics; Electrical engineering; Computer science; Engineering","score_opus":0.00630555054167469,"score_gpt":0.19563751957141087,"score_spread":0.18933196902973617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199821979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941723,0.00019512227,0.0020052178,0.00014169276,0.000067263274,0.000028469736,0.00047652613,0.00023415209,0.0026792074],"genre_scores_gemma":[0.99765104,0.000067499925,0.00076585205,0.000023398181,0.000006084554,0.000011743071,0.00018205526,0.000024472465,0.0012679644],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998215,0.000011672824,0.000005840374,0.00004243753,0.000060469956,0.00005810837],"domain_scores_gemma":[0.9995957,0.00018904157,0.00003612907,0.000029779647,0.00009199313,0.000057428988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026507888,0.00023534216,0.0005075751,0.00026297467,0.0006341312,0.00050703064,0.0006115822,0.00057451864,0.007270256],"category_scores_gemma":[0.0006705952,0.00014975142,0.0003257807,0.00034315293,0.0007538696,0.00061253534,0.00030943297,0.0008993556,0.0006174104],"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":[0.0018531714,0.00040923757,0.0032466236,0.00029665927,0.000034791363,0.001552933,0.00067349983,0.02640292,0.9498401,0.002276138,0.001815605,0.011598316],"study_design_scores_gemma":[0.00010895885,0.0020238108,0.010205939,0.000047862562,0.000031745534,0.00026380207,0.0005045,0.21648005,0.7671963,0.0005995269,0.002457697,0.00007981451],"about_ca_topic_score_codex":0.0042340434,"about_ca_topic_score_gemma":0.0018746448,"teacher_disagreement_score":0.007270256,"about_ca_system_score_codex":0.00063027523,"about_ca_system_score_gemma":0.00051355956,"threshold_uncertainty_score":0.024321377},"labels":[],"label_agreement":null},{"id":"W3199847272","doi":"10.32393/csme.2021.30","title":"Bubble Suspension In Yield-Stress Fluids","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical 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":"University of British Columbia","funders":"Institute for Oil Sands Innovation, University of Alberta; Natural Sciences and Engineering Research Council of Canada; Canada's Oil Sands Innovation Alliance","keywords":"Suspension (topology); Yield (engineering); Bubble; Stress (linguistics); Materials science; Mechanics; Composite material; Physics; Mathematics","score_opus":0.008394549065292972,"score_gpt":0.21491904132232617,"score_spread":0.2065244922570332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199847272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98680973,0.00026898476,0.00946742,0.00014344021,0.000022036342,0.00002249876,0.00012658976,0.000108485714,0.0030309209],"genre_scores_gemma":[0.99592125,0.00011190844,0.002410905,0.000024058116,0.00001010156,0.000015475774,0.00013092134,0.000017990778,0.0013573393],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999219,0.0000062440417,0.0000029409182,0.000017958871,0.000023663044,0.000027228672],"domain_scores_gemma":[0.99980134,0.00007617846,0.00004511148,0.000006640118,0.00003595109,0.000034763605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014109968,0.00026858857,0.000304534,0.0004115014,0.00033728013,0.0006511171,0.00037832113,0.00071255263,0.0010013564],"category_scores_gemma":[0.0004904243,0.00021874621,0.0002995298,0.00020650988,0.0005215384,0.00045325916,0.00041770883,0.00055055786,0.00014282191],"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":[0.0005019169,0.0003498222,0.0090206275,0.0002758517,0.00007658068,0.000921053,0.0004424555,0.50613713,0.4567044,0.014781667,0.0009240148,0.009864479],"study_design_scores_gemma":[0.000030397712,0.00022796482,0.0018209022,0.000009290719,0.00000907627,0.00005002653,0.00006303841,0.9606355,0.035605077,0.00089330546,0.0006372919,0.00001823862],"about_ca_topic_score_codex":0.008840705,"about_ca_topic_score_gemma":0.004515945,"teacher_disagreement_score":0.008840705,"about_ca_system_score_codex":0.00064854533,"about_ca_system_score_gemma":0.00037829948,"threshold_uncertainty_score":0.017578483},"labels":[],"label_agreement":null},{"id":"W3199871668","doi":"10.32393/csme.2021.246","title":"Design Of Satellite Antenna And Ground Equipment For Communication System Of A Remote Sensing Satellite","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Spacecraft Design and Technology","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 Prince Edward Island","funders":"","keywords":"Satellite; Remote sensing; Communications satellite; Satellite broadcasting; Antenna (radio); Ground station; Computer science; Telecommunications; Engineering; Aerospace engineering; Geology","score_opus":0.014720289868957622,"score_gpt":0.21750147285552307,"score_spread":0.20278118298656544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199871668","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17515445,0.0005698439,0.7495564,0.0004741364,0.00026979434,0.0010751279,0.00068105874,0.0020052884,0.07021383],"genre_scores_gemma":[0.69638777,0.00043240498,0.27540204,0.00019109147,0.000074399206,0.0006365635,0.00071883947,0.00030493175,0.025851995],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996736,0.00005843112,0.000012819636,0.00005338857,0.00014972796,0.00005204937],"domain_scores_gemma":[0.9996666,0.00002904316,0.000033449393,0.00004312883,0.00019284719,0.000034966615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000285574,0.00056757097,0.00032104575,0.00054922525,0.00044277715,0.00063700206,0.00082140777,0.0006249425,0.0044342917],"category_scores_gemma":[0.00030808302,0.00029876316,0.00038547115,0.00040314975,0.00026351883,0.00033376526,0.0002838471,0.00033027673,0.0020464181],"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":[0.0005009263,0.0001313297,0.0068306075,0.0009892769,0.00016502215,0.00097292487,0.0007285922,0.059938177,0.6933882,0.032225385,0.011614182,0.1925154],"study_design_scores_gemma":[0.00036443837,0.003603068,0.03280147,0.00023585628,0.0003650151,0.0029129223,0.0006383509,0.18061799,0.5101033,0.005660826,0.26252046,0.0001762914],"about_ca_topic_score_codex":0.0016822354,"about_ca_topic_score_gemma":0.0018137358,"teacher_disagreement_score":0.0044342917,"about_ca_system_score_codex":0.0007917095,"about_ca_system_score_gemma":0.0011428593,"threshold_uncertainty_score":0.014834166},"labels":[],"label_agreement":null},{"id":"W3199895250","doi":"10.32393/csme.2021.36","title":"Injecting A Viscoplastic Fluid In A Channel Filled With A Lower Density Newtonian Fluid: Effects Of Premixing","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Drilling and Well Engineering","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":"Concordia University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Concordia University; Petroleum Technology Alliance Canada; Compute Canada","keywords":"Viscoplasticity; Non-Newtonian fluid; Bingham plastic; Newtonian fluid; Herschel–Bulkley fluid; Generalized Newtonian fluid; Materials science; Mechanics; Rheology; Composite material; Physics; Thermodynamics; Constitutive equation; Finite element method","score_opus":0.002799708446815165,"score_gpt":0.17344933470416246,"score_spread":0.1706496262573473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199895250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915924,0.0025189845,0.0034712753,0.00007788487,0.00006873932,0.000054066502,0.00007718198,0.00013898707,0.0020004301],"genre_scores_gemma":[0.99217075,0.0013196948,0.004538426,0.00004775132,0.000020471394,0.0000164002,0.00005674369,0.000053177308,0.0017766809],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997836,0.000050715476,0.000014683655,0.000037827245,0.00005543091,0.000057810015],"domain_scores_gemma":[0.9988901,0.0006534685,0.0001567327,0.00004951947,0.0001463552,0.000103818405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004374958,0.00038447586,0.0002989173,0.0003338865,0.00023854944,0.0005693416,0.00028638323,0.00035544168,0.0018375813],"category_scores_gemma":[0.0011065133,0.00016360177,0.00031449043,0.00028297945,0.00037023216,0.00058420317,0.00023635026,0.0005229137,0.00025327635],"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":[0.0030503261,0.00081567146,0.0012669751,0.00031520528,0.000026443764,0.00014404872,0.00021158795,0.0011989559,0.9735363,0.00020736647,0.00019539669,0.019031687],"study_design_scores_gemma":[0.000037692687,0.004131702,0.004738402,0.000017380447,0.00007467246,0.00007998018,0.00008389728,0.0032422927,0.9863312,0.000059604183,0.0011792791,0.000023728584],"about_ca_topic_score_codex":0.003327706,"about_ca_topic_score_gemma":0.0023033319,"teacher_disagreement_score":0.003327706,"about_ca_system_score_codex":0.00023214766,"about_ca_system_score_gemma":0.00043286456,"threshold_uncertainty_score":0.006616652},"labels":[],"label_agreement":null},{"id":"W3199960083","doi":"10.32393/csme.2021.107","title":"Effect Of The Earth’S Rotation On Hydraulic Jumps","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Hydraulic flow and structures","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":"Western University","funders":"","keywords":"Rotation (mathematics); Earth's rotation; Earth (classical element); Geology; Environmental science; Geodesy; Computer science; Physics; Artificial intelligence; Astronomy","score_opus":0.002986249906658487,"score_gpt":0.19648338620445382,"score_spread":0.19349713629779533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199960083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969537,0.00014844481,0.0007783513,0.000047060785,0.000016446322,0.0000040389828,0.00010627606,0.000042455787,0.00190333],"genre_scores_gemma":[0.9996699,0.00005894121,0.00012598032,0.0000043263744,0.000001951869,0.0000016098646,0.00004509897,0.0000073817273,0.00008488611],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985147,0.000030997173,0.0000100141,0.000023716093,0.00002204339,0.00006167841],"domain_scores_gemma":[0.9992488,0.0004370478,0.00010793403,0.000055907338,0.00007027334,0.00007997336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023314518,0.00029550935,0.0004330744,0.00038395647,0.00045746262,0.000658234,0.00020926823,0.0003748701,0.0014918582],"category_scores_gemma":[0.0014317716,0.00015475556,0.00041502962,0.00034779147,0.0007555874,0.00039129728,0.00043769475,0.00035393276,0.00012925708],"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":[0.0012117783,0.00017948837,0.03332303,0.00016703835,0.000114535185,0.0006110125,0.00022124471,0.85777515,0.09058543,0.0025375327,0.00051333854,0.012760391],"study_design_scores_gemma":[0.00018602211,0.0009473886,0.09945172,0.00005699063,0.0001908329,0.00023365443,0.00042562452,0.8304071,0.064834155,0.0010662896,0.0020680116,0.00013220348],"about_ca_topic_score_codex":0.0040448606,"about_ca_topic_score_gemma":0.0021897014,"teacher_disagreement_score":0.0040448606,"about_ca_system_score_codex":0.00038569904,"about_ca_system_score_gemma":0.00041001337,"threshold_uncertainty_score":0.0080426335},"labels":[],"label_agreement":null},{"id":"W3200002950","doi":"10.32393/csme.2021.85","title":"Three-Dimensional Mathematical Analysis Of The Diffusion Of Reactive Hormone From A Transdermal Drug Patch","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Analytical Chemistry and Chromatography","field":"Chemistry","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":"Memorial University of Newfoundland","funders":"","keywords":"Transdermal; Transdermal patch; Drug; Diffusion; Computer science; Biomedical engineering; Pharmacology; Medicine; Physics; Thermodynamics","score_opus":0.004770339046056249,"score_gpt":0.19571714104137924,"score_spread":0.190946801995323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200002950","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43994913,0.0030830551,0.5213161,0.0029688482,0.0002639351,0.00018915789,0.00069228234,0.00032067168,0.031216761],"genre_scores_gemma":[0.94427836,0.0014592325,0.03533327,0.00023237782,0.00006756772,0.00015521595,0.00020508072,0.000062569656,0.01820643],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998512,0.000039618088,0.0000086227365,0.000030328825,0.000046710462,0.00002354969],"domain_scores_gemma":[0.9995351,0.00029136948,0.00006210522,0.000016806776,0.000077585195,0.000017135988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035336736,0.00042420227,0.00039303175,0.00052844564,0.00034745858,0.0010248316,0.0005081088,0.0012540694,0.0014248453],"category_scores_gemma":[0.0009743106,0.00027777342,0.0008848782,0.00024190282,0.00088888715,0.0006576076,0.00054416165,0.0006730455,0.00021476627],"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":[0.000040855637,0.000039777668,0.0009218588,0.000110903464,0.000023737068,0.00021683071,0.00008132718,0.96802425,0.014841437,0.012625258,0.00036630547,0.002707461],"study_design_scores_gemma":[0.00000267751,0.0000100834,0.00022649484,0.0000025891175,0.0000033453373,0.00002693064,0.00001245661,0.99840254,0.0006166928,0.0004687415,0.00022221786,0.000005232366],"about_ca_topic_score_codex":0.007016971,"about_ca_topic_score_gemma":0.0027799068,"teacher_disagreement_score":0.007016971,"about_ca_system_score_codex":0.0007783611,"about_ca_system_score_gemma":0.0007815939,"threshold_uncertainty_score":0.013952255},"labels":[],"label_agreement":null},{"id":"W3200044457","doi":"10.32393/csme.2021.178","title":"Validated Cfd Simulation For Flashing Flow In Inflow Control Devices In Sagd","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Image Enhancement Techniques","field":"Computer Science","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":"Flashing; Inflow; Computational fluid dynamics; Marine engineering; Petroleum engineering; Flow (mathematics); Flow control (data); Computer science; Geology; Engineering; Aerospace engineering; Mechanics; Materials science; Telecommunications; Oceanography; Physics","score_opus":0.009238362437964928,"score_gpt":0.25325486226701194,"score_spread":0.244016499829047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200044457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83135843,0.00079508114,0.115424484,0.00076912163,0.00028608428,0.00020748498,0.002484463,0.0024083706,0.04626642],"genre_scores_gemma":[0.98889786,0.00010942571,0.0067134476,0.00003879077,0.000007997617,0.000031951713,0.00035192858,0.00006437322,0.0037842006],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998741,0.000022335536,0.000007960731,0.000015730937,0.000052723175,0.000027090744],"domain_scores_gemma":[0.99965703,0.00017560995,0.000019790365,0.000027441372,0.000095631665,0.000024615581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022683111,0.0003218352,0.00051987567,0.00040709839,0.00046028948,0.0008801512,0.00053878874,0.0009207144,0.0042933254],"category_scores_gemma":[0.00082056446,0.00019231916,0.00038324978,0.00031006787,0.0004573909,0.00040199826,0.00041969272,0.00036865167,0.0004275654],"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":[0.00022309572,0.00013910152,0.0036765854,0.00010127228,0.000020078845,0.00028693522,0.00013551288,0.9639208,0.01300538,0.0019876154,0.002394679,0.014108942],"study_design_scores_gemma":[0.000019464076,0.000048580092,0.0008824409,0.000009315199,0.0000054391376,0.000020918143,0.000033880846,0.9948702,0.0029066058,0.00017883032,0.001014857,0.000009472798],"about_ca_topic_score_codex":0.017510936,"about_ca_topic_score_gemma":0.011934185,"teacher_disagreement_score":0.017510936,"about_ca_system_score_codex":0.0007277584,"about_ca_system_score_gemma":0.0010973958,"threshold_uncertainty_score":0.034818053},"labels":[],"label_agreement":null},{"id":"W3200072949","doi":"10.32393/csme.2021.62","title":"Use Of Surface Vibration For Resistance Reduction In Parallel Movement Of Plates","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Dynamics and Control of Mechanical Systems","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":"Western University","funders":"","keywords":"Reduction (mathematics); Vibration; Movement (music); Surface (topology); Resistance (ecology); Acoustics; Materials science; Computer science; Structural engineering; Engineering; Physics; Mathematics; Geometry","score_opus":0.009713044567471693,"score_gpt":0.19984419993536057,"score_spread":0.19013115536788888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200072949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58797896,0.00037181823,0.40216452,0.00021030122,0.000056355384,0.000066715744,0.000028081455,0.00019843747,0.00892477],"genre_scores_gemma":[0.9618825,0.00013226487,0.036047325,0.000011049599,0.0000074466675,0.000025346559,0.000017186623,0.0000225122,0.001854356],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998896,0.000027267915,0.000004388409,0.000018943168,0.000043892436,0.000015936665],"domain_scores_gemma":[0.99986947,0.00006573833,0.000023647592,0.00001837655,0.000013799175,0.000009009918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018180322,0.00033419637,0.00036652648,0.00023687226,0.00024820218,0.00040606936,0.00044014447,0.00042224658,0.0010566737],"category_scores_gemma":[0.00039705355,0.00014283633,0.00035926863,0.00014830157,0.000557369,0.00034796112,0.00057140336,0.00034766138,0.00013392119],"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":[0.00021565649,0.00016307912,0.00176078,0.00023688191,0.00002893192,0.00043903015,0.00016378188,0.69528097,0.22512598,0.015308189,0.00035216086,0.060924537],"study_design_scores_gemma":[0.000016396234,0.00026126514,0.00059663877,0.000008199129,0.000009252103,0.00007902879,0.00004181243,0.9733446,0.022040265,0.0028363538,0.00075447606,0.000011774273],"about_ca_topic_score_codex":0.0008007464,"about_ca_topic_score_gemma":0.0005403169,"teacher_disagreement_score":0.0010566737,"about_ca_system_score_codex":0.00023144067,"about_ca_system_score_gemma":0.00032431,"threshold_uncertainty_score":0.003534913},"labels":[],"label_agreement":null},{"id":"W3200169066","doi":"10.32393/csme.2021.137","title":"An Innovative Model Temperature Prediction For A Pulley In A Belt Drive","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Hydraulic and Pneumatic Systems","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":"Pulley; Computer science; Engineering; Mechanical engineering","score_opus":0.007592803121012446,"score_gpt":0.22173108093438895,"score_spread":0.2141382778133765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200169066","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13819315,0.00030229715,0.8514906,0.00016849209,0.00009483919,0.00009315032,0.00023316478,0.0009825747,0.008441695],"genre_scores_gemma":[0.9326015,0.00023033441,0.05814363,0.00003163094,0.00002344346,0.00014251372,0.00022897759,0.00012351002,0.008474431],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989486,0.000013953006,0.000004745931,0.000031127973,0.000043650885,0.00001168881],"domain_scores_gemma":[0.9999143,0.000037435322,0.000008758459,0.000009017551,0.000023576185,0.000006936934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016653174,0.0005222751,0.00042856758,0.00022997151,0.0004425611,0.00054253807,0.00069797126,0.00083735527,0.0013043216],"category_scores_gemma":[0.00041469192,0.00025923116,0.0005500118,0.00018122239,0.0002670005,0.00066464994,0.00041011226,0.0005867461,0.00032577544],"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":[0.000030612584,0.000034223314,0.0007345437,0.000040883882,0.000008434485,0.000047909412,0.0000409751,0.97160417,0.014465886,0.0015981726,0.00027192765,0.011122213],"study_design_scores_gemma":[0.000002684262,0.000014067922,0.00011136653,0.0000013291077,0.0000020509494,0.000008018344,0.0000035867401,0.9977018,0.0015095198,0.00017105302,0.00047139774,0.0000030373542],"about_ca_topic_score_codex":0.00835777,"about_ca_topic_score_gemma":0.005487091,"teacher_disagreement_score":0.00835777,"about_ca_system_score_codex":0.00043546534,"about_ca_system_score_gemma":0.00079275435,"threshold_uncertainty_score":0.016618252},"labels":[],"label_agreement":null},{"id":"W3200205978","doi":"10.32393/csme.2021.152","title":"Numerical Thermal Model Of Liquid-To-Solid Phase Change Of Free Falling Cucl And Agcl Droplets","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Fluid Dynamics and Heat Transfer","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 Windsor","funders":"","keywords":"Falling (accident); Phase change; Materials science; Thermal; Phase-change material; Mechanics; Phase (matter); Thermodynamics; Chemistry; Physics","score_opus":0.015419402505015035,"score_gpt":0.24439014624994299,"score_spread":0.22897074374492796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200205978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5991439,0.0017021019,0.30608281,0.0014225051,0.00038320362,0.00032240155,0.0015898246,0.000761092,0.088592105],"genre_scores_gemma":[0.97000766,0.0003016314,0.0124982335,0.00010480202,0.000023670116,0.0002577354,0.00030071463,0.00006987022,0.016435599],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998472,0.000022811491,0.000006495858,0.000036833775,0.00005238466,0.00003427567],"domain_scores_gemma":[0.99978715,0.000079878446,0.000036959922,0.0000149081725,0.00005875208,0.000022368251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002220936,0.00048467205,0.0005428577,0.00031064783,0.0006330485,0.0007554128,0.0010174279,0.0014333738,0.002974351],"category_scores_gemma":[0.00072179147,0.00035408055,0.0007432469,0.00029698538,0.0008945134,0.00064024347,0.0005986642,0.0005817622,0.00040348768],"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":[0.000049371603,0.000030040525,0.00092555996,0.000059075646,0.0000107804535,0.00017308787,0.000070441536,0.9797204,0.012875539,0.0042944443,0.00032374906,0.0014674789],"study_design_scores_gemma":[0.0000051086467,0.000007908775,0.00010196823,0.0000020142938,0.0000014268504,0.0000092151595,0.000008061756,0.9987821,0.00060991,0.00023637163,0.00023261385,0.000003392076],"about_ca_topic_score_codex":0.015406279,"about_ca_topic_score_gemma":0.0063620694,"teacher_disagreement_score":0.015406279,"about_ca_system_score_codex":0.001175864,"about_ca_system_score_gemma":0.00095303723,"threshold_uncertainty_score":0.030633211},"labels":[],"label_agreement":null},{"id":"W3200275783","doi":"10.32393/csme.2021.103","title":"Mechanically Induced Structural Adaptations Of Cranial Sutures","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","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 Alberta","funders":"","keywords":"Computer science","score_opus":0.006729041446168307,"score_gpt":0.23709088639262133,"score_spread":0.230361844946453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200275783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97764707,0.0005661735,0.016483726,0.000070099326,0.000028371702,0.000044003842,0.00020372665,0.00008284562,0.004874023],"genre_scores_gemma":[0.99613756,0.00027745738,0.0024594637,0.000012461237,0.000004842146,0.00002545496,0.000078979705,0.000007681269,0.0009961146],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998927,0.0000121536705,0.0000068101967,0.000027156175,0.000043411674,0.00001778717],"domain_scores_gemma":[0.99992526,0.000016106944,0.000030017238,0.000011787812,0.000009274764,0.000007523571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103701124,0.00028501236,0.0001313275,0.0002641114,0.00020510681,0.0003998562,0.00034725128,0.00036047335,0.0013369354],"category_scores_gemma":[0.00028578102,0.00020104327,0.0002032242,0.00012372105,0.00050681655,0.00020167511,0.0002965542,0.00026343015,0.00020461243],"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":[0.00009061292,0.00007892071,0.0055651506,0.00012766704,0.000017051045,0.00044779628,0.00009115324,0.04226122,0.9374912,0.002820562,0.000116839656,0.010891745],"study_design_scores_gemma":[0.00005113887,0.00096448045,0.13351563,0.000096183045,0.000056874233,0.0026115172,0.00040853122,0.32715642,0.52002394,0.005636887,0.0093938885,0.00008452637],"about_ca_topic_score_codex":0.0010850665,"about_ca_topic_score_gemma":0.0012315542,"teacher_disagreement_score":0.0013369354,"about_ca_system_score_codex":0.00034941797,"about_ca_system_score_gemma":0.00026965083,"threshold_uncertainty_score":0.004472494},"labels":[],"label_agreement":null},{"id":"W3200289629","doi":"10.32393/csme.2021.224","title":"Mass Optimization Of 3D-Printed Composites Using Topology Optimization And Artificial Neural Network","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Additive Manufacturing and 3D Printing Technologies","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":"Topology optimization; 3d printed; Artificial neural network; Topology (electrical circuits); Materials science; Computer science; Network topology; Composite material; 3D printing; Artificial intelligence; Finite element method; Structural engineering; Engineering; Manufacturing engineering; Electrical engineering; Computer network","score_opus":0.011711507876165374,"score_gpt":0.2176883223478073,"score_spread":0.20597681447164193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200289629","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1178003,0.00094163895,0.87071234,0.00025730507,0.00007288086,0.00007373995,0.000103174054,0.0007399021,0.009298662],"genre_scores_gemma":[0.78752697,0.00060853467,0.20721735,0.0000940133,0.000038378796,0.00022575774,0.00025182142,0.00011770698,0.003919428],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998456,0.000040620467,0.000009923933,0.000031524185,0.000055046672,0.000017276727],"domain_scores_gemma":[0.99960655,0.00024160814,0.00005716852,0.000018739072,0.000064035354,0.000011881894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044162324,0.00082595414,0.0005994638,0.00064647803,0.00029332726,0.0007520324,0.0005531855,0.0010823342,0.0012470554],"category_scores_gemma":[0.0007798698,0.000534935,0.00085525215,0.00052345975,0.0004393273,0.0005094322,0.00044789273,0.00050885085,0.00019876461],"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":[0.000013732524,0.0000133377325,0.00016035017,0.00002347283,0.000012352019,0.00001812313,0.0000066573803,0.9888891,0.0012595792,0.00039918616,0.000076973265,0.009127047],"study_design_scores_gemma":[0.0000011291604,0.0000073472265,0.000045443867,0.0000017482009,0.0000017731215,0.0000027685824,0.000001771869,0.9993788,0.00031430158,0.00018056328,0.000063155414,0.0000011406981],"about_ca_topic_score_codex":0.0037672045,"about_ca_topic_score_gemma":0.005116867,"teacher_disagreement_score":0.0037672045,"about_ca_system_score_codex":0.00066204654,"about_ca_system_score_gemma":0.000504847,"threshold_uncertainty_score":0.0074905157},"labels":[],"label_agreement":null},{"id":"W3200304124","doi":"10.32393/csme.2021.51","title":"Mixing Of Complex Fluids: On The Effects Of Inhomogeneity","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Field-Flow Fractionation Techniques","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":"Mixing (physics); Mechanics; Materials science; Thermodynamics; Physics","score_opus":0.008867418968505899,"score_gpt":0.21727893066719114,"score_spread":0.20841151169868524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200304124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767239,0.00056347693,0.019842757,0.00023028158,0.000018410452,0.000024075269,0.00003563069,0.00005591676,0.0025055457],"genre_scores_gemma":[0.99792624,0.0001680127,0.0014639376,0.000016681804,0.000009803763,0.000007668315,0.00001584161,0.000013086258,0.0003787756],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999298,0.000016947077,0.000003221775,0.000016424496,0.0000111189465,0.000022578879],"domain_scores_gemma":[0.9993767,0.0003516675,0.00014520805,0.00003391696,0.000040729978,0.000051788167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026801456,0.00028488872,0.00028952197,0.0003114948,0.0003638439,0.0006099694,0.00019258488,0.00031874835,0.00056349783],"category_scores_gemma":[0.0014998436,0.00013348172,0.00020381098,0.00019480998,0.0008131546,0.0005615371,0.0004489982,0.000375313,0.00008642726],"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":[0.0013865314,0.00017660549,0.010730033,0.0002522361,0.00008041165,0.0014336396,0.00056720607,0.29732302,0.6390783,0.027569778,0.00047996643,0.020922229],"study_design_scores_gemma":[0.000095302006,0.00035177122,0.013864788,0.000019388312,0.000055344255,0.00022752401,0.00012365525,0.87531155,0.10318675,0.005578556,0.001119875,0.0000654436],"about_ca_topic_score_codex":0.0020083198,"about_ca_topic_score_gemma":0.0007416225,"teacher_disagreement_score":0.0020083198,"about_ca_system_score_codex":0.00044242173,"about_ca_system_score_gemma":0.0002256673,"threshold_uncertainty_score":0.003993273},"labels":[],"label_agreement":null},{"id":"W3200340053","doi":"10.32393/csme.2021.175","title":"Experimental Simulation Of Downburst Lines: A Particle Image Velocimetry Study Of Downburst Collisions","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Landslides and related hazards","field":"Environmental Science","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":"Western University","funders":"","keywords":"Particle image velocimetry; Particle tracking velocimetry; Velocimetry; Mechanics; Environmental science; Meteorology; Physics; Turbulence","score_opus":0.007967648452265922,"score_gpt":0.24794702461768,"score_spread":0.2399793761654141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200340053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99889696,0.000016979713,0.0007378511,0.000010020143,0.000003147576,0.000009460292,0.00005667839,0.000018473997,0.00025053846],"genre_scores_gemma":[0.9985476,0.000027775903,0.0010351063,0.000007330845,0.0000016798284,0.00001700511,0.00018520527,0.000008785126,0.00016943217],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99975723,0.00003065642,0.000016340739,0.00005718412,0.00007620446,0.00006243672],"domain_scores_gemma":[0.99926347,0.0003298014,0.000100973084,0.000091863156,0.00011407146,0.000099747704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003597426,0.00039638754,0.00045978493,0.0002713354,0.000511566,0.00044537632,0.00089026196,0.0005068291,0.0010119125],"category_scores_gemma":[0.0009612495,0.0002940334,0.0003353428,0.0002809276,0.00038360048,0.00032640528,0.00063212815,0.00084956613,0.00009849947],"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":[0.0019059171,0.0016659109,0.07421337,0.0001635556,0.00014735237,0.0015452068,0.0010144606,0.49769515,0.40843672,0.0020442924,0.0006255793,0.010542542],"study_design_scores_gemma":[0.00020496492,0.002514193,0.03414698,0.0000132990335,0.00004775921,0.00015799345,0.00033560494,0.86518556,0.09619346,0.0004048711,0.00074396137,0.00005132731],"about_ca_topic_score_codex":0.0041899364,"about_ca_topic_score_gemma":0.002714602,"teacher_disagreement_score":0.0041899364,"about_ca_system_score_codex":0.0005334635,"about_ca_system_score_gemma":0.00030362402,"threshold_uncertainty_score":0.00833112},"labels":[],"label_agreement":null},{"id":"W3200429316","doi":"10.32393/csme.2021.133","title":"Developing More Accurate Models Of Tornados","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","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":"Western University","funders":"","keywords":"Computer science","score_opus":0.03080722621640335,"score_gpt":0.23998157396226466,"score_spread":0.2091743477458613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200429316","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.107313566,0.000762865,0.8532936,0.00081487664,0.00062074274,0.00028817996,0.0016059452,0.0011551282,0.03414504],"genre_scores_gemma":[0.8384403,0.001529117,0.14005697,0.000269501,0.0002584041,0.0004866109,0.001489055,0.00048042004,0.016989676],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997968,0.000036528494,0.000016263213,0.00004151619,0.00006595308,0.00004303136],"domain_scores_gemma":[0.9995809,0.00011137949,0.00007754844,0.000078823374,0.00011110059,0.000040210463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000309587,0.00080026774,0.0010133075,0.00044102944,0.000676642,0.0016376551,0.0017234883,0.0015871993,0.0029263617],"category_scores_gemma":[0.0017032454,0.0005806283,0.000975192,0.0004947763,0.000596345,0.0020022707,0.0011817372,0.001541281,0.0007382857],"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":[0.00000917264,0.000014033742,0.0005290194,0.000027676553,0.0000104913,0.000038967042,0.00004044681,0.9890188,0.001177176,0.0063260137,0.00041266117,0.0023956439],"study_design_scores_gemma":[0.0000050898398,0.000005012511,0.00013576317,0.0000048932034,0.0000029768948,0.00000837116,0.0000129925265,0.99678814,0.00016435132,0.0014330187,0.0014339879,0.0000054405673],"about_ca_topic_score_codex":0.01751009,"about_ca_topic_score_gemma":0.010172961,"teacher_disagreement_score":0.01751009,"about_ca_system_score_codex":0.0008289918,"about_ca_system_score_gemma":0.0012749509,"threshold_uncertainty_score":0.034816325},"labels":[],"label_agreement":null},{"id":"W3200455861","doi":"10.32393/csme.2021.158","title":"Experimental Investigation Of The Effect Of Compliance Properties On The Flow In An Analogous Ex-Vivo Heart Perfusion System","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Ex vivo; Compliance (psychology); Perfusion; Cardiology; Flow (mathematics); Internal medicine; Biomedical engineering; In vivo; Medicine; Materials science; Mechanics; Physics; Psychology; Biology","score_opus":0.016957992324055284,"score_gpt":0.23031546113212242,"score_spread":0.21335746880806714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200455861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940639,0.00014030676,0.0051813717,0.00003372771,0.00002514336,0.00006709585,0.00014116519,0.000032376964,0.00031500275],"genre_scores_gemma":[0.9891867,0.00033336176,0.0090592895,0.000062396015,0.000021833739,0.00017789859,0.00025281357,0.00001806154,0.00088771683],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996438,0.00008586572,0.000033959626,0.00008204561,0.00009460889,0.000059721453],"domain_scores_gemma":[0.9990877,0.00042854564,0.00017822809,0.000119484386,0.00010918361,0.000076886376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007545865,0.0003120587,0.0002345049,0.000204312,0.0002719676,0.0002696349,0.00027299166,0.00041820903,0.001492877],"category_scores_gemma":[0.0009714193,0.00016957834,0.00026744482,0.00015500706,0.00057206355,0.0003251831,0.00033122022,0.0006126428,0.00012494421],"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":[0.00031688876,0.00025797272,0.00058554305,0.000048615842,0.000004938131,0.00006258217,0.0000828593,0.000393256,0.9968868,0.000074800126,0.000028767614,0.0012568168],"study_design_scores_gemma":[0.000048557282,0.0049530366,0.008688564,0.0000131266,0.000032656855,0.00013677434,0.000088428336,0.0047759,0.98029983,0.00007506498,0.0008698191,0.000018205807],"about_ca_topic_score_codex":0.00035039114,"about_ca_topic_score_gemma":0.0003467587,"teacher_disagreement_score":0.001492877,"about_ca_system_score_codex":0.00017385652,"about_ca_system_score_gemma":0.00033076643,"threshold_uncertainty_score":0.0049942136},"labels":[],"label_agreement":null},{"id":"W3200510264","doi":"10.32393/csme.2021.168","title":"A Bayesian Approach For Identifying New Dynamics In Mechanical Systems","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Hydraulic and Pneumatic Systems","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":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Bayesian probability; Dynamics (music); Artificial intelligence; Physics","score_opus":0.015447972757362531,"score_gpt":0.2310295085780063,"score_spread":0.21558153582064377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200510264","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014540601,0.00013128735,0.99771357,0.000092803086,0.0000073331516,0.000013413586,0.000023721828,0.00004403102,0.0005198932],"genre_scores_gemma":[0.35595956,0.0011468539,0.63725936,0.00029976162,0.00026034427,0.0004169548,0.00035349798,0.00013221001,0.0041714236],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978847,0.0008400462,0.0000928546,0.00032194844,0.00075550895,0.00010492424],"domain_scores_gemma":[0.9922552,0.006121154,0.0006264066,0.00029992755,0.00053361786,0.00016360891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052020783,0.0014350156,0.0015447233,0.0029431821,0.00094714103,0.0017660855,0.0023933686,0.0018684976,0.002179241],"category_scores_gemma":[0.016150258,0.001602388,0.0014185789,0.0014336174,0.0026334568,0.0033281962,0.002246748,0.00286019,0.00040289407],"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":[0.00003599206,0.000041727795,0.0008535764,0.000107331696,0.00008217337,0.00010086611,0.00013169592,0.83875823,0.0011243273,0.12784845,0.0005038167,0.030411793],"study_design_scores_gemma":[0.000007174959,0.000012013871,0.00013259347,0.000014668412,0.0000086116515,0.000020072855,0.000008494869,0.9340879,0.00017718872,0.064918414,0.00059696665,0.000015921789],"about_ca_topic_score_codex":0.009585864,"about_ca_topic_score_gemma":0.009443624,"teacher_disagreement_score":0.009585864,"about_ca_system_score_codex":0.002106941,"about_ca_system_score_gemma":0.001949314,"threshold_uncertainty_score":0.027511597},"labels":[],"label_agreement":null},{"id":"W3200513939","doi":"10.32393/csme.2021.143","title":"Realistic Representative Volume Element Generation For Sintered Solids Part 1: Algorithm For Volume Computation And Geometry Creation","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Additive Manufacturing and 3D Printing Technologies","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":"Memorial University of Newfoundland","funders":"","keywords":"Volume (thermodynamics); Computation; Computational geometry; Geometry; Computer science; Element (criminal law); Finite element method; Computational science; Algorithm; Mathematics; Engineering; Structural engineering; Physics; Thermodynamics","score_opus":0.019838508512964065,"score_gpt":0.2631671940670139,"score_spread":0.24332868555404982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200513939","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028259824,0.000029562367,0.9939883,0.000036917245,0.000022734901,0.000072711875,0.00013110436,0.001523358,0.0013694292],"genre_scores_gemma":[0.039045148,0.00006879229,0.9559577,0.000047605605,0.000010719482,0.00029376172,0.00071193336,0.0009426526,0.0029217866],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996325,0.0000405027,0.00002299834,0.00004930769,0.00023074364,0.000024013238],"domain_scores_gemma":[0.99945337,0.0002228773,0.000038177215,0.000087674685,0.00017897184,0.000019047775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058262673,0.0006773621,0.0005795377,0.00059519964,0.00048070142,0.001032383,0.0018424111,0.0009125181,0.011160446],"category_scores_gemma":[0.0018136901,0.00066180027,0.0006180127,0.0005423958,0.00040927337,0.00073186803,0.0009301676,0.000958927,0.0031641512],"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":[0.00012415438,0.000074635165,0.0016780243,0.00037087468,0.0000402038,0.00031718737,0.00046816556,0.6360016,0.041366447,0.048696946,0.013265799,0.25759593],"study_design_scores_gemma":[0.000020087675,0.00002399331,0.00013129452,0.000013767415,0.0000043897676,0.00011488969,0.00002724698,0.9682474,0.011613832,0.006355597,0.01343358,0.00001390955],"about_ca_topic_score_codex":0.0015535865,"about_ca_topic_score_gemma":0.0023941454,"teacher_disagreement_score":0.011160446,"about_ca_system_score_codex":0.0005867349,"about_ca_system_score_gemma":0.00088740874,"threshold_uncertainty_score":0.037335396},"labels":[],"label_agreement":null},{"id":"W3200525348","doi":"10.32393/csme.2021.239","title":"Radsat-SK Cube-Satellite Frame Design","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Spacecraft Design and Technology","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":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cube (algebra); Computer science; Satellite; Frame (networking); Computer graphics (images); Telecommunications; Engineering; Mathematics; Aerospace engineering; Geometry","score_opus":0.009325841123545626,"score_gpt":0.2005401774656521,"score_spread":0.19121433634210647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200525348","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09500985,0.0010078765,0.60471565,0.00084767846,0.00089983206,0.0014078768,0.00448252,0.005237551,0.28639123],"genre_scores_gemma":[0.5208612,0.0012957187,0.3367978,0.0006092507,0.00011054279,0.0009946603,0.0066440324,0.000828735,0.13185808],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996445,0.00003411774,0.000016247126,0.00005398002,0.00018149205,0.000069696835],"domain_scores_gemma":[0.9997459,0.000009927525,0.000017631402,0.000030543924,0.00017450679,0.000021489781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034737893,0.0006955983,0.00029748303,0.0006309118,0.00050858705,0.0006601177,0.001131142,0.00051039073,0.013036267],"category_scores_gemma":[0.0003769204,0.00030426355,0.0004622789,0.0005899098,0.00037058967,0.00044483723,0.0007330226,0.0004855967,0.005476362],"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":[0.0007264627,0.00014245909,0.009044169,0.0008268648,0.00009977652,0.0013990428,0.000530157,0.17939578,0.15754533,0.12144538,0.101729155,0.42711535],"study_design_scores_gemma":[0.00016489741,0.00086269854,0.009530034,0.0002082321,0.00010713279,0.0018277956,0.00042200254,0.13301137,0.096016765,0.007075217,0.7505979,0.00017591145],"about_ca_topic_score_codex":0.026640331,"about_ca_topic_score_gemma":0.04991803,"teacher_disagreement_score":0.026640331,"about_ca_system_score_codex":0.0025887326,"about_ca_system_score_gemma":0.0024671908,"threshold_uncertainty_score":0.05297053},"labels":[],"label_agreement":null},{"id":"W3200528799","doi":"10.32393/csme.2021.200","title":"Sensitivity Study For Optimizing Electrospun Helix Fibers Production For Cardiac Scaffold","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","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":"York University","funders":"","keywords":"Sensitivity (control systems); Scaffold; Production (economics); Helix (gastropod); Materials science; Biomedical engineering; Engineering; Electronic engineering; Biology","score_opus":0.008262710347663894,"score_gpt":0.24690438203392848,"score_spread":0.23864167168626457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200528799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97689897,0.002754169,0.016960233,0.00013972959,0.00006126969,0.0003095549,0.00036998995,0.00009125431,0.0024148116],"genre_scores_gemma":[0.9788573,0.0020020034,0.017781276,0.00010690219,0.000018675331,0.0001981975,0.0002785203,0.00003633357,0.00072083564],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904495,0.00016293839,0.00013837992,0.00021558118,0.0003631068,0.000074972566],"domain_scores_gemma":[0.99873656,0.00058227277,0.0003066129,0.00007209163,0.00026408755,0.000038427093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013478999,0.0007378349,0.00032362525,0.0004435405,0.00027248566,0.00050063664,0.0002472192,0.00052400964,0.0008257952],"category_scores_gemma":[0.0017615653,0.00035116047,0.0004308665,0.0004155867,0.00026750346,0.0005314603,0.0003330485,0.00039868636,0.00019391117],"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":[0.000049419414,0.00004914714,0.0003220019,0.00010130916,0.000010137841,0.00005364196,0.00006798943,0.0007431695,0.9967159,0.000031130796,0.00002929313,0.0018269193],"study_design_scores_gemma":[0.0000034069235,0.00033014079,0.0018894704,0.000014523564,0.000018865354,0.000033283563,0.000046760557,0.001282145,0.9957594,0.00002360147,0.0005880526,0.000010383186],"about_ca_topic_score_codex":0.0006459484,"about_ca_topic_score_gemma":0.0017264253,"teacher_disagreement_score":0.0013478999,"about_ca_system_score_codex":0.0003638557,"about_ca_system_score_gemma":0.00019729843,"threshold_uncertainty_score":0.007128477},"labels":[],"label_agreement":null},{"id":"W3200537889","doi":"10.32393/csme.2021.198","title":"Scaling Effects On Flow Field And Ice Accretion For A Rotating Wind Turbine Blade","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Icing and De-icing Technologies","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":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Turbine; Scaling; Accretion (finance); Flow (mathematics); Geology; Turbine blade; Field (mathematics); Blade (archaeology); Physics; Mechanics; Aerospace engineering; Marine engineering; Meteorology; Environmental science; Engineering; Astrophysics; Mechanical engineering; Mathematics; Geometry","score_opus":0.005677313008690924,"score_gpt":0.21188770687131286,"score_spread":0.20621039386262194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200537889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816219,0.000365041,0.013250245,0.00007187727,0.000030848358,0.000039083916,0.00006781434,0.000105375126,0.0044477507],"genre_scores_gemma":[0.9966239,0.00016632958,0.0028165737,0.000010378413,0.0000065184354,0.000009330774,0.000030806135,0.000010187543,0.00032605065],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992764,0.000014052337,0.0000049842174,0.000017229768,0.00002384568,0.0000121940575],"domain_scores_gemma":[0.99964774,0.00014929575,0.000086108215,0.000034557404,0.00006246049,0.000019839332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015914254,0.00032153464,0.00032635705,0.00023287526,0.00030060977,0.00035617212,0.00013657079,0.00025445025,0.0006211018],"category_scores_gemma":[0.00098232,0.00012401646,0.00025339835,0.00022028225,0.00034766216,0.00030489048,0.00015234009,0.00018040226,0.000093409224],"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":[0.00022281239,0.00018652536,0.015659504,0.00019332816,0.000022453498,0.0010832634,0.000229741,0.6987155,0.24917285,0.0023145857,0.00057873444,0.031620648],"study_design_scores_gemma":[0.00001844406,0.00027077124,0.014078604,0.000013945468,0.000014623564,0.00022902564,0.00008288141,0.9588381,0.025174996,0.00040468574,0.00085214997,0.000021842516],"about_ca_topic_score_codex":0.0018128753,"about_ca_topic_score_gemma":0.0009143949,"teacher_disagreement_score":0.0018128753,"about_ca_system_score_codex":0.0003213483,"about_ca_system_score_gemma":0.00022013465,"threshold_uncertainty_score":0.0036046505},"labels":[],"label_agreement":null},{"id":"W3200572327","doi":"10.32393/csme.2021.215","title":"Design Optimization Of Autonomous Steering Control Schemes For Articulated Vehicles","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Computer science; Control engineering; Control (management); Control theory (sociology); Automotive engineering; Engineering; Artificial intelligence","score_opus":0.006438789085081112,"score_gpt":0.1910464294274678,"score_spread":0.1846076403423867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200572327","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013198124,0.00015014985,0.9834606,0.00002895267,0.000017427017,0.00004212195,0.000014792683,0.0000656289,0.0030221888],"genre_scores_gemma":[0.78862435,0.0004714624,0.20622554,0.000047487403,0.00003168814,0.0002617882,0.00009811367,0.00004241013,0.0041971803],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966335,0.00007579607,0.000018800389,0.00005784205,0.00015519821,0.000029001716],"domain_scores_gemma":[0.9996815,0.0001144002,0.00008612213,0.000025739493,0.00007806209,0.000014217491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006245432,0.0005595533,0.0003698427,0.00040492555,0.00022935838,0.0005025173,0.00045250435,0.0005455259,0.0011870504],"category_scores_gemma":[0.0008935304,0.00032904505,0.00055635103,0.00022839231,0.00041486547,0.0003415079,0.0006514414,0.00044545953,0.00020652269],"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":[0.0000357114,0.000026214322,0.0002484377,0.00016597456,0.000024200994,0.000057318266,0.000113321556,0.9154133,0.017740972,0.021532439,0.00030620492,0.044335894],"study_design_scores_gemma":[0.000009806575,0.00008774814,0.000112521055,0.000011502272,0.0000060620405,0.000015375676,0.0000129978225,0.99332374,0.002002429,0.002682998,0.0017294117,0.0000054069837],"about_ca_topic_score_codex":0.0008650903,"about_ca_topic_score_gemma":0.0008112693,"teacher_disagreement_score":0.0011870504,"about_ca_system_score_codex":0.00036687378,"about_ca_system_score_gemma":0.00054910773,"threshold_uncertainty_score":0.0039711},"labels":[],"label_agreement":null},{"id":"W3200607961","doi":"10.32393/csme.2021.96","title":"Attitude Dynamics Model Of A Cubesat With Reaction Wheels For An Extended Kalman Filter","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Spacecraft Design and Technology","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":"Dalhousie University","funders":"","keywords":"CubeSat; Kalman filter; Dynamics (music); Control theory (sociology); Extended Kalman filter; Computer science; Control engineering; Engineering; Aerospace engineering; Artificial intelligence; Physics; Acoustics","score_opus":0.012640770403782834,"score_gpt":0.22355239642185684,"score_spread":0.210911626018074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200607961","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017022882,0.00014742446,0.9737439,0.00018505532,0.000100998725,0.00005866182,0.00025379698,0.00039237755,0.008094926],"genre_scores_gemma":[0.8018384,0.000927505,0.1674478,0.00022111612,0.00009210215,0.00050538254,0.0013386452,0.00012257196,0.027506495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998373,0.000021166883,0.000007691806,0.000037529095,0.00008345128,0.000012857882],"domain_scores_gemma":[0.9998988,0.000019265766,0.000018891602,0.000009910766,0.00004871439,0.000004436741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024535053,0.00054066954,0.00043370694,0.0002390189,0.00040214698,0.00061918976,0.0006999926,0.0005891097,0.0033648002],"category_scores_gemma":[0.00049382733,0.00027352315,0.00060263637,0.00031875778,0.00035497773,0.00070353586,0.0005392036,0.00084732595,0.00105926],"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":[0.00006201651,0.0000227497,0.0012776623,0.00009193372,0.00005427313,0.00016408975,0.00018127449,0.9302221,0.01499133,0.02285613,0.0019562566,0.028120203],"study_design_scores_gemma":[0.000013375378,0.000031540618,0.0006071189,0.000011501117,0.000018124278,0.00003228273,0.000020094625,0.99087673,0.0013481504,0.0023633582,0.0046645165,0.000013169833],"about_ca_topic_score_codex":0.027754452,"about_ca_topic_score_gemma":0.014666859,"teacher_disagreement_score":0.027754452,"about_ca_system_score_codex":0.00073985104,"about_ca_system_score_gemma":0.0011475557,"threshold_uncertainty_score":0.055185795},"labels":[],"label_agreement":null},{"id":"W3200636964","doi":"10.32393/csme.2021.101","title":"Tuning The Drag Coefficent Used In Discrete Phase Modelling To Predict The Total Collection Efficiency Of A Standard Cyclone Particle Separator","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Cyclone Separators and Fluid Dynamics","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":"Western University","funders":"","keywords":"Cyclonic separation; Drag; Cyclone (programming language); Separator (oil production); Environmental science; Meteorology; Particle (ecology); Mechanics; Aerospace engineering; Computer science; Physics; Engineering; Mechanical engineering; Geology; Thermodynamics","score_opus":0.00691234128495854,"score_gpt":0.23015372990745098,"score_spread":0.22324138862249243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200636964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9219056,0.00017150586,0.072389595,0.00018263338,0.000040766292,0.00012463391,0.00026832777,0.00051350653,0.0044034235],"genre_scores_gemma":[0.98688126,0.00005314571,0.012498901,0.000012539201,0.0000017550591,0.000034600187,0.00007730458,0.000017952689,0.0004226179],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990284,0.000017808396,0.0000068067075,0.00002314489,0.000030942057,0.000018439872],"domain_scores_gemma":[0.9996784,0.00017256853,0.000032849803,0.00003325925,0.000066723114,0.000016243928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040663552,0.00045966048,0.00036254013,0.000339406,0.00037894087,0.0007642147,0.00043117767,0.00072353485,0.00044661306],"category_scores_gemma":[0.0013536942,0.0002654871,0.00026113802,0.00033107688,0.0002849732,0.0005189807,0.00020543367,0.0004629653,0.00019465253],"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":[0.00015921702,0.00016465287,0.0049545895,0.00006921875,0.000015084869,0.0000390046,0.000044220902,0.95200324,0.030937605,0.0005817136,0.00023373877,0.010797799],"study_design_scores_gemma":[0.000011822508,0.00007111719,0.0006839926,0.000003694608,0.0000035932555,0.0000058184737,0.000009092225,0.9869824,0.01195208,0.00008473709,0.00018345204,0.000008148849],"about_ca_topic_score_codex":0.016147524,"about_ca_topic_score_gemma":0.012974508,"teacher_disagreement_score":0.016147524,"about_ca_system_score_codex":0.00079095963,"about_ca_system_score_gemma":0.0011093372,"threshold_uncertainty_score":0.032107055},"labels":[],"label_agreement":null},{"id":"W3200649072","doi":"10.32393/csme.2021.78","title":"Characterization Of A Tissue-Like Hyperelastic Polymer","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Elasticity and Material Modeling","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":"Ontario Tech University; Memorial University of Newfoundland","funders":"","keywords":"Hyperelastic material; Characterization (materials science); Polymer; Materials science; Computer science; Composite material; Polymer science; Engineering; Nanotechnology; Finite element method; Structural engineering","score_opus":0.0061655969558871634,"score_gpt":0.1909880647534538,"score_spread":0.18482246779756664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200649072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97755617,0.0013683562,0.017123934,0.00007418663,0.000036014237,0.00004606972,0.00027720525,0.00006607848,0.0034519767],"genre_scores_gemma":[0.98362684,0.001437658,0.01138307,0.00008309686,0.000014224455,0.000067225184,0.0003362811,0.000034545537,0.0030170965],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998375,0.000018557215,0.000012071219,0.00003815305,0.000078074714,0.000015666687],"domain_scores_gemma":[0.9995357,0.00013930452,0.00013857218,0.0000332082,0.000104671926,0.000048616097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003281266,0.00019589292,0.000102129765,0.0005541962,0.00016771446,0.0002828198,0.00012248219,0.00030072097,0.0011000842],"category_scores_gemma":[0.00055359455,0.00015744948,0.0001484787,0.00036212924,0.0002795119,0.0004505715,0.00015782901,0.00035197308,0.00028205558],"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":[0.00002732053,0.000029798697,0.0010756642,0.00012704566,0.000004135733,0.00012314592,0.000116710355,0.00070877105,0.9939412,0.0002234811,0.0000636167,0.0035590967],"study_design_scores_gemma":[0.000007931345,0.00062684866,0.022692079,0.00004893049,0.00003108343,0.00074815046,0.0002940851,0.006866469,0.96270376,0.00017209182,0.0057787946,0.000029708057],"about_ca_topic_score_codex":0.000128894,"about_ca_topic_score_gemma":0.0002850387,"teacher_disagreement_score":0.0011000842,"about_ca_system_score_codex":0.000088121815,"about_ca_system_score_gemma":0.00013474083,"threshold_uncertainty_score":0.0036801696},"labels":[],"label_agreement":null},{"id":"W3200656552","doi":"10.32393/csme.2021.10","title":"A Radial Basis Function Artificial Neural Network Methodology For Short And Long Fatigue Crack Propagation","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Fatigue and fracture mechanics","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":"Concordia University","funders":"","keywords":"Artificial neural network; Backpropagation; Radial basis function; Computer science; Function (biology); Radial basis function network; Basis (linear algebra); Artificial intelligence; Mathematics","score_opus":0.03842007634941094,"score_gpt":0.2615255061935782,"score_spread":0.22310542984416729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200656552","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053924676,0.0003601,0.9929189,0.00005247545,0.000029166516,0.0000365618,0.00003263783,0.00021065262,0.00096696464],"genre_scores_gemma":[0.3764992,0.0010276512,0.61506915,0.00009110265,0.00007381715,0.0004400014,0.00027441024,0.00012113144,0.006403515],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99964595,0.000120394376,0.000021233773,0.00006813391,0.000118494834,0.000025807278],"domain_scores_gemma":[0.9996716,0.00010968556,0.000037374375,0.000020597578,0.00015128468,0.00000947105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010178656,0.00085201,0.0006355915,0.00065587193,0.0003342942,0.0005025599,0.0011999272,0.0011077499,0.0013273546],"category_scores_gemma":[0.0011813078,0.00032480506,0.0008068609,0.00067200436,0.00026053074,0.00073803705,0.0005031396,0.0012151645,0.00056461093],"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":[0.000049430993,0.0000701602,0.0009681354,0.00018554972,0.00006541845,0.00009574007,0.00005691919,0.80263746,0.009014398,0.009262104,0.0010133793,0.17658128],"study_design_scores_gemma":[9.5146777e-7,0.000011424034,0.000089763285,0.000004710747,0.000002908447,0.00000983399,0.0000022920851,0.99857163,0.0004577432,0.00047165283,0.00037357415,0.0000034858583],"about_ca_topic_score_codex":0.006964158,"about_ca_topic_score_gemma":0.005571,"teacher_disagreement_score":0.006964158,"about_ca_system_score_codex":0.00053643895,"about_ca_system_score_gemma":0.00083868,"threshold_uncertainty_score":0.013847232},"labels":[],"label_agreement":null},{"id":"W3200693171","doi":"10.32393/csme.2021.179","title":"Modélisation Thermodynamique Et Analyse Exergétique D’Un Tube Vortex Non Adiabatique Utilisant Un Fluide Naturel","year":2021,"lang":"fr","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Fluid Dynamics and Vibration Analysis","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":"Physics; Vortex; Humanities; Thermodynamics; Art","score_opus":0.004974178899163646,"score_gpt":0.21707693876285247,"score_spread":0.21210275986368882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200693171","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25874516,0.001021723,0.72196406,0.00026774607,0.000092781076,0.00021846607,0.00036456616,0.00026944716,0.017055994],"genre_scores_gemma":[0.9397535,0.0010130904,0.04524774,0.000029672658,0.00002773199,0.0004408988,0.00021431677,0.0000628051,0.0132102985],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998728,0.000037050686,0.000005201292,0.000021892805,0.00004197748,0.00002108125],"domain_scores_gemma":[0.9998272,0.00009904562,0.000022219978,0.000014087286,0.000028943356,0.000008512505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039103662,0.0006090968,0.00072168245,0.00052506034,0.0004939234,0.0011205401,0.00077706156,0.0011493898,0.0010056027],"category_scores_gemma":[0.0007833373,0.00044130403,0.0007638264,0.0005392288,0.0011896068,0.0010027048,0.0005232253,0.00066910905,0.00021506257],"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":[0.000023132996,0.000018057295,0.0005246876,0.000053181364,0.0000119953365,0.000054504708,0.000037313992,0.97928363,0.006606039,0.010675352,0.00007199131,0.002640267],"study_design_scores_gemma":[0.000006126683,0.000021641721,0.00019465535,0.0000037874847,0.0000038245876,0.000015234827,0.0000067045607,0.9968713,0.0011315033,0.0010485784,0.00069083745,0.0000058299584],"about_ca_topic_score_codex":0.010838163,"about_ca_topic_score_gemma":0.005598936,"teacher_disagreement_score":0.010838163,"about_ca_system_score_codex":0.00109346,"about_ca_system_score_gemma":0.0014829371,"threshold_uncertainty_score":0.021550119},"labels":[],"label_agreement":null},{"id":"W3200718169","doi":"10.32393/csme.2021.50","title":"Development Of A Bi-Criterion Objective Function For Analytical Inverse Kinematic Methods","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Advanced Measurement and Metrology Techniques","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 Alberta","funders":"","keywords":"Kinematics; Computer science; Inverse; Function (biology); Applied mathematics; Mathematical optimization; Mathematics; Physics; Geometry; Classical mechanics","score_opus":0.024145898099757233,"score_gpt":0.2960258109802667,"score_spread":0.27187991288050944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200718169","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014482976,0.00011795678,0.99782085,0.000028123975,0.00001243401,0.00002197262,0.000011415532,0.000050605875,0.0004883841],"genre_scores_gemma":[0.14838527,0.0004405554,0.8467261,0.00012568336,0.00006817546,0.0006467025,0.00022083313,0.00019235504,0.0031943023],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99801624,0.0007709764,0.00013226294,0.00019568103,0.00079460983,0.00009014913],"domain_scores_gemma":[0.9976972,0.0008525262,0.000119643744,0.0000861032,0.0011883008,0.000056265846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037692222,0.0014286559,0.0012398738,0.0012382399,0.00043783913,0.0011347617,0.0011331992,0.0013520623,0.0011798363],"category_scores_gemma":[0.005003153,0.0005304574,0.00079412025,0.00095719856,0.000590798,0.001045013,0.0011599051,0.0014639776,0.00070799247],"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":[0.00009468383,0.00017878575,0.0016988736,0.00043080197,0.00010888911,0.00009838831,0.00014326886,0.7180116,0.02341463,0.027567318,0.002340007,0.2259127],"study_design_scores_gemma":[0.0000031305153,0.000042667216,0.00022175236,0.000015075664,0.0000058198852,0.000020081772,0.000007032397,0.9960955,0.0013051898,0.0013849535,0.0008884673,0.000010317267],"about_ca_topic_score_codex":0.003676339,"about_ca_topic_score_gemma":0.0020619566,"teacher_disagreement_score":0.0037692222,"about_ca_system_score_codex":0.0007559417,"about_ca_system_score_gemma":0.0016885101,"threshold_uncertainty_score":0.01993376},"labels":[],"label_agreement":null},{"id":"W3200720202","doi":"10.32393/csme.2021.54","title":"Deposition Of A Circular Liquid Jet On A Moving Wall","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Particle Dynamics in Fluid Flows","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 British Columbia","funders":"","keywords":"Deposition (geology); Jet (fluid); Materials science; Mechanics; Physics; Optics; Aerospace engineering; Engineering; Geology","score_opus":0.006780269582179873,"score_gpt":0.20680162378889386,"score_spread":0.200021354206714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200720202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97349054,0.0006894327,0.019574635,0.00009440126,0.00008293467,0.000029069968,0.00007380429,0.00021327971,0.005751824],"genre_scores_gemma":[0.9783715,0.0003884423,0.016997654,0.000059387643,0.000018717757,0.000016387989,0.00011506415,0.000032274216,0.0040006842],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999877,0.0000062917957,0.0000069182693,0.00003214652,0.00004186951,0.000035773563],"domain_scores_gemma":[0.9998648,0.00003073578,0.000034806944,0.00001792337,0.00002510218,0.00002649898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014073016,0.00026610313,0.00027716337,0.00025548218,0.0003705367,0.0007207024,0.00030563376,0.0005000386,0.0009820417],"category_scores_gemma":[0.00028140744,0.00023781139,0.00027619582,0.0001884108,0.00034961718,0.00029049744,0.00037692254,0.00031362125,0.0003594663],"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":[0.0000703098,0.00002942532,0.0005759072,0.000057213598,0.000006361245,0.000569495,0.000045402605,0.005319647,0.98748463,0.0011544379,0.00014895719,0.004538322],"study_design_scores_gemma":[0.00003984069,0.0004387938,0.0033899904,0.000020045674,0.000016445478,0.0003823202,0.00006656127,0.09155635,0.9012632,0.0002753321,0.0025123085,0.000038785874],"about_ca_topic_score_codex":0.0011773849,"about_ca_topic_score_gemma":0.0012024232,"teacher_disagreement_score":0.0011773849,"about_ca_system_score_codex":0.00039315518,"about_ca_system_score_gemma":0.00045113103,"threshold_uncertainty_score":0.0032852888},"labels":[],"label_agreement":null},{"id":"W3200759899","doi":"10.32393/csme.2021.157","title":"A Numerical Study Of Mixed Convective Heat Transfer From Narrow Side-Up Two-Sided Isothermal Flat Plates","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Heat Transfer and Optimization","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":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Isothermal process; Materials science; Convection; Heat transfer; Mechanics; Convective heat transfer; Thermodynamics; Physics","score_opus":0.008068163876148568,"score_gpt":0.21160116725084482,"score_spread":0.20353300337469626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200759899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9697585,0.00027778544,0.019864073,0.0001130657,0.00004471253,0.00006584719,0.00014460218,0.00009643346,0.009634918],"genre_scores_gemma":[0.9892079,0.00011085153,0.008512935,0.00001781665,0.000006992569,0.000041267667,0.00006362161,0.000009359608,0.0020293004],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999851,0.000026916521,0.0000075267585,0.000024512892,0.000042592044,0.000047476897],"domain_scores_gemma":[0.9996045,0.00021653583,0.000051795276,0.000025454261,0.0000580136,0.000043660068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032515393,0.0005115304,0.000740524,0.00048726733,0.00066864304,0.00086813193,0.0007520643,0.0009790629,0.0015729729],"category_scores_gemma":[0.00092067756,0.00029299632,0.0006077772,0.00057695946,0.00096711866,0.00041057606,0.00055054104,0.0005259963,0.00015361994],"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":[0.00015149976,0.00007349793,0.002098468,0.00010072435,0.000028533801,0.00036344185,0.000108792316,0.9791707,0.013271799,0.0016712339,0.00010782767,0.0028535407],"study_design_scores_gemma":[0.000018385172,0.00012378285,0.0008800887,0.000008460563,0.000007995356,0.00003203833,0.000048572067,0.99661154,0.001978753,0.00014015804,0.00014070647,0.000009598637],"about_ca_topic_score_codex":0.012168937,"about_ca_topic_score_gemma":0.004976616,"teacher_disagreement_score":0.012168937,"about_ca_system_score_codex":0.0005801619,"about_ca_system_score_gemma":0.0008543008,"threshold_uncertainty_score":0.024196208},"labels":[],"label_agreement":null},{"id":"W3200793651","doi":"10.32393/csme.2021.187","title":"Sitting Pressure Analysis Using A Partial Calibrated Pressure Mat","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sitting; Computer science; Medicine","score_opus":0.016579679114941598,"score_gpt":0.2581924203260126,"score_spread":0.24161274121107099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200793651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5741438,0.0009954227,0.4156988,0.00011751747,0.00023176949,0.00049962004,0.0022267078,0.0022251527,0.0038612708],"genre_scores_gemma":[0.7903213,0.0009403796,0.20432442,0.00019553959,0.00017867016,0.000658687,0.0013292723,0.00023230514,0.0018194835],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987367,0.00022162945,0.00010334571,0.00028845787,0.0005827859,0.00006710644],"domain_scores_gemma":[0.998738,0.00031038292,0.00019936133,0.00018948356,0.00049701426,0.000065836626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006400662,0.00081111817,0.00058916333,0.0012842335,0.00035061035,0.00068588636,0.00070875464,0.00059962214,0.0025822571],"category_scores_gemma":[0.002430144,0.00027686177,0.00055936346,0.0012472514,0.0003385691,0.00048363116,0.00066540705,0.0004788828,0.0006150063],"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":[0.0008010541,0.00014011923,0.032583345,0.0010778992,0.00018411897,0.000905032,0.0009058575,0.0023504267,0.7700032,0.00066382246,0.0015589708,0.1888261],"study_design_scores_gemma":[0.000100866404,0.0032989297,0.4943933,0.00022272054,0.0005247517,0.004392132,0.0012599797,0.07233889,0.41234168,0.00089742604,0.009928785,0.00030064106],"about_ca_topic_score_codex":0.0008019495,"about_ca_topic_score_gemma":0.0013225481,"teacher_disagreement_score":0.0025822571,"about_ca_system_score_codex":0.0001322446,"about_ca_system_score_gemma":0.00031006816,"threshold_uncertainty_score":0.008638501},"labels":[],"label_agreement":null},{"id":"W3200822213","doi":"10.32393/csme.2021.219","title":"A Longitudinal Speed Controller For Autonomous Multi-Trailer Articulated Heavy Vehicles","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Vehicle Dynamics and Control Systems","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":"National Research Council Canada; University of Ontario Institute of Technology","funders":"","keywords":"Trailer; Computer science; Controller (irrigation); Articulated vehicle; Automotive engineering; Aeronautics; Engineering; Truck","score_opus":0.010734194291028716,"score_gpt":0.21795360846808676,"score_spread":0.20721941417705805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200822213","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08981877,0.0001575245,0.90082437,0.00007206215,0.000114042654,0.000078609504,0.00008264062,0.0014369809,0.007415029],"genre_scores_gemma":[0.97303796,0.000055829343,0.024093116,0.000019871304,0.000024149602,0.00006412108,0.000073804455,0.000017294959,0.0026137957],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998882,0.000012928823,0.000007073568,0.000027256203,0.00004700453,0.000017684184],"domain_scores_gemma":[0.9998419,0.000029269439,0.00003890472,0.000014222703,0.00006226183,0.000013501069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002356972,0.00034497437,0.00020189541,0.0002217223,0.00037438137,0.00039511293,0.0005346098,0.00021473986,0.0017298706],"category_scores_gemma":[0.0002835466,0.00011085382,0.00020674375,0.0000848625,0.00015971214,0.00021673842,0.0003542769,0.00038457685,0.00031345084],"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":[0.00033586836,0.00016506901,0.0029330351,0.00026171305,0.000070921065,0.00029388032,0.00024753035,0.59418225,0.11189907,0.008849414,0.0025628859,0.27819833],"study_design_scores_gemma":[0.00003141285,0.000270555,0.0006512114,0.000006912765,0.000012992598,0.00003753435,0.000018372366,0.98740226,0.00787994,0.00049681595,0.0031832373,0.000008710664],"about_ca_topic_score_codex":0.0029155335,"about_ca_topic_score_gemma":0.0031122868,"teacher_disagreement_score":0.0029155335,"about_ca_system_score_codex":0.00025293298,"about_ca_system_score_gemma":0.0004891234,"threshold_uncertainty_score":0.0057972074},"labels":[],"label_agreement":null},{"id":"W3200824921","doi":"10.32393/csme.2021.9","title":"Mechanics Of Bubbles In A Yield Stress Fluid","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Fluid Dynamics and Mixing","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":"University of British Columbia","funders":"Institute for Oil Sands Innovation, University of Alberta; Natural Sciences and Engineering Research Council of Canada; Canada's Oil Sands Innovation Alliance","keywords":"Stress (linguistics); Mechanics; Yield (engineering); Fluid mechanics; Materials science; Physics; Composite material; Philosophy","score_opus":0.0060998506222166345,"score_gpt":0.19031062694769782,"score_spread":0.1842107763254812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200824921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7446525,0.004124242,0.19855627,0.003983181,0.00058132736,0.00017974462,0.00024228165,0.0002563858,0.04742401],"genre_scores_gemma":[0.97647244,0.0010375225,0.005599374,0.00028750027,0.00020154804,0.000078911624,0.00007853676,0.0000611182,0.016183155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981624,0.000027775117,0.0000060676357,0.00003442556,0.00007347279,0.00004213734],"domain_scores_gemma":[0.99972814,0.000073959585,0.00005702306,0.000013994547,0.000046193258,0.000080695114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025062056,0.0004330158,0.0003960461,0.000642114,0.00088935695,0.0011993352,0.0006348859,0.0014951974,0.0021862397],"category_scores_gemma":[0.001323824,0.00027316844,0.00025933178,0.0002240807,0.0025204062,0.0020565796,0.0015725258,0.00090409565,0.00035699498],"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":[0.0002505025,0.00017197938,0.0038200843,0.00022601995,0.00004749085,0.0020719217,0.0014512852,0.1509702,0.19432889,0.6289303,0.0028339832,0.014897378],"study_design_scores_gemma":[0.00010431169,0.00054407254,0.005406727,0.000052937266,0.000025131305,0.0009936613,0.0007142439,0.78028774,0.018926758,0.18074833,0.012052022,0.00014417339],"about_ca_topic_score_codex":0.0025833382,"about_ca_topic_score_gemma":0.0008237455,"teacher_disagreement_score":0.0025833382,"about_ca_system_score_codex":0.00049847504,"about_ca_system_score_gemma":0.00046273964,"threshold_uncertainty_score":0.0073136687},"labels":[],"label_agreement":null},{"id":"W3200827242","doi":"10.32393/csme.2021.58","title":"Attitude Determination And Control System Flight Software Development And Design","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Inertial Sensor and Navigation","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":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Control (management); Software; Software development; Software design; Systems engineering; Software engineering; Engineering; Operating system; Artificial intelligence","score_opus":0.006509575183737618,"score_gpt":0.1904494378285063,"score_spread":0.18393986264476866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200827242","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013478304,0.00036105397,0.9581662,0.00025959307,0.00012496079,0.0006110251,0.00025871617,0.009583086,0.017156998],"genre_scores_gemma":[0.23854238,0.0009511966,0.7199902,0.0005068812,0.00009391166,0.0010510983,0.0017166819,0.0031678386,0.033979744],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837154,0.00020261579,0.00011804979,0.00025042146,0.00090319366,0.00015413931],"domain_scores_gemma":[0.9982809,0.00026011016,0.00008286336,0.00025097732,0.0010479102,0.00007726853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013013869,0.00059939583,0.0003478011,0.0010354128,0.00050821586,0.0016377798,0.0013443052,0.0006112718,0.0046590245],"category_scores_gemma":[0.0034117654,0.0005639408,0.00042623692,0.00044749354,0.0004876551,0.00077073334,0.00073819316,0.0009990676,0.0030769578],"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":[0.00020494487,0.00015041522,0.004480655,0.0007760606,0.000107131964,0.0005730034,0.0012050519,0.050938796,0.067826785,0.034265485,0.018632328,0.8208393],"study_design_scores_gemma":[0.00020108308,0.0006702449,0.0069456673,0.00041093733,0.00014625548,0.0015458756,0.0004461355,0.32139644,0.15830277,0.01302165,0.49675727,0.00015559554],"about_ca_topic_score_codex":0.0064156945,"about_ca_topic_score_gemma":0.0029014992,"teacher_disagreement_score":0.0064156945,"about_ca_system_score_codex":0.0007548476,"about_ca_system_score_gemma":0.0023375,"threshold_uncertainty_score":0.015586019},"labels":[],"label_agreement":null},{"id":"W3200866834","doi":"10.32393/csme.2021.189","title":"Optimization Of Porous Medium For Solar Radiation Capture","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Radiative Heat Transfer Studies","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":"Western University","funders":"","keywords":"Porous medium; Radiation; Environmental science; Computer science; Porosity; Astrobiology; Materials science; Physics; Optics","score_opus":0.007031477517004163,"score_gpt":0.21068997375844348,"score_spread":0.2036584962414393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200866834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9512737,0.007410448,0.02038259,0.00040220187,0.0002479188,0.0001286879,0.00071614026,0.0002898434,0.01914852],"genre_scores_gemma":[0.9850116,0.0025676317,0.009796911,0.000053314023,0.000023521756,0.00009832694,0.00029673852,0.000044881723,0.0021072053],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982005,0.00001627436,0.000011788697,0.000037870355,0.00006726327,0.000046788537],"domain_scores_gemma":[0.9998287,0.00007234218,0.00002834985,0.000010936347,0.000034594497,0.00002511339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030529566,0.00032008154,0.00030535652,0.00047649478,0.00035613633,0.00092259806,0.0003403815,0.00043409824,0.0025071143],"category_scores_gemma":[0.00063981273,0.00019939804,0.0005259382,0.00051101897,0.00019833201,0.00081024406,0.00041789658,0.0004988891,0.0005351474],"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":[0.00043970215,0.00039343088,0.0009927504,0.0009943052,0.000037815353,0.0002710583,0.00006323592,0.017313471,0.94596887,0.0043485956,0.001719333,0.027457478],"study_design_scores_gemma":[0.00008414221,0.00084392214,0.0019354719,0.00007038683,0.00007724851,0.00015067082,0.00016151552,0.059889834,0.9226676,0.00079293177,0.013259797,0.000066540444],"about_ca_topic_score_codex":0.0014175099,"about_ca_topic_score_gemma":0.0040075537,"teacher_disagreement_score":0.0025071143,"about_ca_system_score_codex":0.0004891192,"about_ca_system_score_gemma":0.000373807,"threshold_uncertainty_score":0.008387148},"labels":[],"label_agreement":null},{"id":"W3200913026","doi":"10.32393/csme.2021.5","title":"Enhancing The Mechanical Strength Of Electrospun Nanofiber Membrane By In-Situ Polymerization","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","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":"Nanofiber; Electrospinning; Membrane; In situ polymerization; Materials science; In situ; Polymerization; Mechanical strength; Composite material; Polymer chemistry; Polymer; Nanotechnology; Chemistry; Organic chemistry","score_opus":0.0033693209514601952,"score_gpt":0.21052620662182928,"score_spread":0.20715688567036908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200913026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9508236,0.009265487,0.030604474,0.00042600028,0.0001344928,0.000068018286,0.00022081262,0.00017306147,0.008283938],"genre_scores_gemma":[0.9767179,0.004648794,0.0142071415,0.00011055129,0.000054412056,0.000050553237,0.0001645611,0.00003726336,0.004008965],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999869,0.000018769964,0.000010496652,0.000030471425,0.000049679165,0.000021585913],"domain_scores_gemma":[0.99982196,0.000054321532,0.0000666666,0.0000070180167,0.000031972926,0.000018215784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029167495,0.00039828767,0.00014932264,0.0002791106,0.00019690544,0.00018629502,0.0001557159,0.0003194234,0.0011508666],"category_scores_gemma":[0.0002888206,0.0001428136,0.00020953898,0.00014083151,0.00013372493,0.00044839657,0.00014323583,0.00040145806,0.0002757769],"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":[0.000008255857,0.000009105691,0.000020321235,0.00003883011,0.0000025114095,0.000021765252,0.000005879552,0.00006485639,0.9985328,0.000045056004,0.000019341991,0.0012313504],"study_design_scores_gemma":[0.00000322239,0.000051167208,0.0004957419,0.000005851171,0.0000052083797,0.000048399528,0.000006439254,0.0004909511,0.9977695,0.000034516197,0.0010860352,0.0000029719984],"about_ca_topic_score_codex":0.00019417389,"about_ca_topic_score_gemma":0.0004776972,"teacher_disagreement_score":0.0011508666,"about_ca_system_score_codex":0.00020627098,"about_ca_system_score_gemma":0.00014563285,"threshold_uncertainty_score":0.0038500428},"labels":[],"label_agreement":null},{"id":"W3200941630","doi":"10.32393/csme.2021.69","title":"Development On Clamp On Ultrasonic Flowmeters","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Flow Measurement and Analysis","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":"Western University","funders":"","keywords":"Clamp; Ultrasonic sensor; Computer science; Acoustics; Computer graphics (images); Physics","score_opus":0.01132032769051015,"score_gpt":0.19773078889904835,"score_spread":0.18641046120853821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200941630","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04323148,0.0008107464,0.93520504,0.0001464293,0.00047943095,0.0005478653,0.00040067968,0.011222951,0.007955289],"genre_scores_gemma":[0.25720125,0.0011948921,0.72356856,0.00019755779,0.00009926368,0.0007345299,0.0010831858,0.00074932835,0.015171444],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989492,0.00009338957,0.000075753625,0.00020753476,0.0005863475,0.00008772745],"domain_scores_gemma":[0.9982664,0.0005303251,0.0001457525,0.00034562367,0.00061577023,0.00009621845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016548557,0.000685836,0.000797895,0.00096753525,0.00021558508,0.0009989894,0.002321882,0.0011365402,0.006980316],"category_scores_gemma":[0.0048563713,0.0006438911,0.00077478355,0.00058887026,0.00037623022,0.0014070985,0.000992251,0.00097370753,0.002333718],"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":[0.00042745497,0.0002850719,0.009486351,0.0014617383,0.00007452121,0.0004371796,0.0006137859,0.03587767,0.40147054,0.01761881,0.0071253707,0.52512145],"study_design_scores_gemma":[0.00014805513,0.0013714292,0.009206604,0.00049611623,0.00019330422,0.0015331685,0.0001697894,0.30107236,0.46992385,0.0031656183,0.21250074,0.00021892942],"about_ca_topic_score_codex":0.0015365047,"about_ca_topic_score_gemma":0.0009009543,"teacher_disagreement_score":0.006980316,"about_ca_system_score_codex":0.0006112721,"about_ca_system_score_gemma":0.001032256,"threshold_uncertainty_score":0.02335155},"labels":[],"label_agreement":null},{"id":"W3200967902","doi":"10.32393/csme.2021.194","title":"Experimental Investigation Of Multi-Step Shear Stress Relaxation And Recovery Of Silicone Rubber","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Structural Analysis of Composite Materials","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":"Silicone rubber; Materials science; Stress relaxation; Composite material; Natural rubber; Shear stress; Stress (linguistics); Shear (geology); Silicone; Relaxation (psychology); Creep","score_opus":0.008904332951092669,"score_gpt":0.21465663457145218,"score_spread":0.2057523016203595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200967902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971474,0.00029431027,0.001711739,0.000022524751,0.000009739465,0.000028201139,0.00011743048,0.000032212425,0.00063644344],"genre_scores_gemma":[0.9949862,0.0003383946,0.0031509434,0.00001821318,0.000009775569,0.000043073054,0.00012002119,0.000017139388,0.001316349],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958664,0.000054306263,0.000031624462,0.00007010543,0.00016988674,0.00008740076],"domain_scores_gemma":[0.99913245,0.0003438504,0.00014287102,0.00014899414,0.00016880478,0.000063017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005234423,0.0004461652,0.00032561334,0.00031089433,0.0003689023,0.00012069026,0.00038293275,0.0005011681,0.0023030897],"category_scores_gemma":[0.000691221,0.00024723265,0.00025273385,0.00040594608,0.00035825916,0.00040826315,0.00031123805,0.000641314,0.0002816885],"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":[0.000106070576,0.000069275266,0.00015273203,0.00004103977,0.0000026406162,0.00003538278,0.00006239541,0.0002220689,0.9977895,0.000025221616,0.000018361774,0.0014752784],"study_design_scores_gemma":[0.0000071770805,0.00095491385,0.0031962267,0.000003898016,0.0000045677593,0.00006928964,0.00003511572,0.0010313882,0.99437875,0.000017546852,0.00029183936,0.0000091881475],"about_ca_topic_score_codex":0.00052780734,"about_ca_topic_score_gemma":0.00078113005,"teacher_disagreement_score":0.0023030897,"about_ca_system_score_codex":0.00019883209,"about_ca_system_score_gemma":0.0001730689,"threshold_uncertainty_score":0.0077046156},"labels":[],"label_agreement":null},{"id":"W3201043657","doi":"10.32393/csme.2021.249","title":"Microencapsulation And Subsequent In-Situ Incubation Of Marine Bacteria For The Discovery Of Novel Natural Products","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","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":"Nautilus Biosciences (Canada); University of Prince Edward Island","funders":"","keywords":"In situ; Incubation; Bacteria; Natural (archaeology); Computer science; Biochemical engineering; Chemistry; Biology; Engineering; Biochemistry; Paleontology; Organic chemistry","score_opus":0.009566408101130044,"score_gpt":0.21988696350363204,"score_spread":0.210320555402502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201043657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96385705,0.004620221,0.029530672,0.00013106839,0.00007221667,0.00013050051,0.00023241901,0.00009374775,0.001332],"genre_scores_gemma":[0.9503716,0.00539225,0.041643947,0.00008003433,0.000022249247,0.0001528296,0.00025052662,0.000037065056,0.0020496119],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997497,0.000041325417,0.000023240515,0.00006646988,0.000080886166,0.000038313116],"domain_scores_gemma":[0.99986386,0.000040915063,0.000046296296,0.000014348271,0.00001850504,0.00001612309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002789281,0.00055775006,0.00046980495,0.00022121762,0.0001403991,0.00038415857,0.00022428118,0.00039967004,0.00031872556],"category_scores_gemma":[0.00025384544,0.00025905253,0.00040039327,0.00020845988,0.00019145741,0.00032959328,0.00029454546,0.00055596593,0.00018075627],"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":[0.000010265181,0.000010188765,0.000029208279,0.000036674188,0.0000028758832,0.00001334381,0.00000838704,0.00003371629,0.99907994,0.000010467066,0.0000033766953,0.000761605],"study_design_scores_gemma":[0.0000017157035,0.00010982114,0.0007349312,0.0000056254785,0.000010662146,0.00005129817,0.00001215888,0.00041885301,0.99815816,0.0000083785735,0.00048461647,0.0000038315848],"about_ca_topic_score_codex":0.00047034284,"about_ca_topic_score_gemma":0.0012045772,"teacher_disagreement_score":0.00055775006,"about_ca_system_score_codex":0.00019984534,"about_ca_system_score_gemma":0.00021064331,"threshold_uncertainty_score":0.0014751554},"labels":[],"label_agreement":null},{"id":"W3201054218","doi":"10.32393/csme.2021.38","title":"An Adaptive Feedforward Control Structure For Functional Electrical Stimulation Based Joint Position Control","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Teleoperation and Haptic Systems","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 Health Network; University of Alberta; Toronto Rehabilitation Institute; University of Waterloo","funders":"","keywords":"Feed forward; Functional electrical stimulation; Control (management); Joint (building); Computer science; Adaptive control; Control theory (sociology); Position (finance); Stimulation; Control engineering; Engineering; Artificial intelligence; Neuroscience; Psychology","score_opus":0.008264754692307216,"score_gpt":0.2025685428961712,"score_spread":0.194303788203864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201054218","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008342029,0.00036863014,0.98636395,0.00014137769,0.0002104377,0.000053063977,0.000019086918,0.00042696518,0.004074544],"genre_scores_gemma":[0.89689857,0.00036858566,0.09245042,0.0002419608,0.00020536104,0.00024395065,0.00007848982,0.0000355015,0.009477197],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997117,0.000061040366,0.0000227563,0.000069873095,0.00010411337,0.000030417104],"domain_scores_gemma":[0.99972564,0.000098501296,0.000030436622,0.000018025845,0.00011498388,0.000012451725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005516901,0.00056606554,0.00036741857,0.00029835387,0.0003811153,0.000442393,0.00081598276,0.00073722895,0.00378542],"category_scores_gemma":[0.00084389583,0.00016836675,0.00030751928,0.000194768,0.0004273407,0.00039622694,0.00047512865,0.000633104,0.0005018258],"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":[0.0005169445,0.00024085693,0.00048848893,0.00047361825,0.000091741385,0.0003840065,0.0003107572,0.44709995,0.0913783,0.02472362,0.004514074,0.42977768],"study_design_scores_gemma":[0.000043613214,0.00057586224,0.00052873354,0.00004474214,0.000025233208,0.00011090549,0.00001270445,0.9868591,0.0053561367,0.0023746549,0.004045957,0.000022465067],"about_ca_topic_score_codex":0.0020138111,"about_ca_topic_score_gemma":0.0026419156,"teacher_disagreement_score":0.00378542,"about_ca_system_score_codex":0.00027360895,"about_ca_system_score_gemma":0.00040766285,"threshold_uncertainty_score":0.012663543},"labels":[],"label_agreement":null},{"id":"W3201087931","doi":"10.32393/csme.2021.77","title":"Couple Stress Theory For Materials With Microstructures","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Numerical methods in engineering","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":"Stress (linguistics); Microstructure; Materials science; Computer science; Composite material; Philosophy","score_opus":0.005496721606689993,"score_gpt":0.22229819146882707,"score_spread":0.21680146986213708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201087931","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041996118,0.0029133807,0.9175159,0.00075251854,0.00031985468,0.000061668565,0.0001384216,0.00020553816,0.036096655],"genre_scores_gemma":[0.79814523,0.0055038435,0.16163296,0.0008471238,0.0009252974,0.00043611732,0.0002725568,0.000231986,0.032004897],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997397,0.00007845504,0.000011620446,0.00003408476,0.00011454071,0.000021513353],"domain_scores_gemma":[0.999816,0.00005471312,0.000028323815,0.000029840547,0.000051004074,0.000020139314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004155837,0.000592641,0.0004712289,0.0011640254,0.00034712796,0.0009131234,0.0007992214,0.00090141926,0.0020608597],"category_scores_gemma":[0.00081198086,0.00019504361,0.0007096434,0.00047396385,0.0014304509,0.0013333453,0.0008975321,0.00089955656,0.0005262794],"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":[0.000006710294,0.000012880921,0.00014086092,0.000059547023,0.0000102932345,0.000064714484,0.00008572238,0.032080844,0.0052809557,0.9563699,0.0005328764,0.005354742],"study_design_scores_gemma":[0.0000066686043,0.000046781188,0.00032667705,0.000022042323,0.000008475079,0.000105533276,0.00004513032,0.42590782,0.0011284625,0.5641598,0.0082256915,0.000016953642],"about_ca_topic_score_codex":0.00067992066,"about_ca_topic_score_gemma":0.00044912915,"teacher_disagreement_score":0.0020608597,"about_ca_system_score_codex":0.0005896439,"about_ca_system_score_gemma":0.00042008678,"threshold_uncertainty_score":0.0068942904},"labels":[],"label_agreement":null},{"id":"W3201135136","doi":"10.32393/csme.2021.250","title":"Investigation of impact dynamics of ionically crosslinking hydrogel droplets in mist-based 3D bioprinting systems","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"3D Printing in Biomedical Research","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 Prince Edward Island","funders":"","keywords":"Mist; Materials science; Dynamics (music); 3D bioprinting; Nanotechnology; Biomedical engineering; Engineering; Tissue engineering; Physics","score_opus":0.011045417548349366,"score_gpt":0.24895762361580887,"score_spread":0.2379122060674595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201135136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954573,0.0004822182,0.0029757589,0.00004076,0.000017827488,0.000019304407,0.00017171503,0.000046936268,0.0007882723],"genre_scores_gemma":[0.9966798,0.000303116,0.0022656173,0.00003331544,0.000004225444,0.00001817867,0.000099978584,0.00001847139,0.0005773396],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986374,0.000009295604,0.0000092136825,0.000029955456,0.000063153646,0.00002459807],"domain_scores_gemma":[0.99971765,0.00012646148,0.000076540404,0.0000150856895,0.00003892783,0.00002528395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017549457,0.00013595517,0.00016305654,0.00014110761,0.00013103167,0.000339725,0.00018812432,0.00027337973,0.0010011985],"category_scores_gemma":[0.00041007652,0.00013555038,0.00017412925,0.00014056184,0.00023305607,0.00042468638,0.00014000418,0.0003092336,0.00021952346],"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":[0.00005291528,0.000019192958,0.00043796096,0.000043071253,0.0000047173758,0.00007733804,0.000066428445,0.000466185,0.9975241,0.00007094365,0.000041312378,0.0011958055],"study_design_scores_gemma":[0.000008465884,0.00015038386,0.0037195955,0.000004569372,0.000009262766,0.0000784677,0.000034238896,0.012633702,0.9827088,0.00004151917,0.0005983338,0.000012715744],"about_ca_topic_score_codex":0.0005457399,"about_ca_topic_score_gemma":0.00054934644,"teacher_disagreement_score":0.0010011985,"about_ca_system_score_codex":0.00037039752,"about_ca_system_score_gemma":0.00013297713,"threshold_uncertainty_score":0.0033493638},"labels":[],"label_agreement":null},{"id":"W3201136355","doi":"10.32393/csme.2021.64","title":"Visual Servo Based Space Robotic Docking For Active Space Debris Removal","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Space Satellite Systems and Control","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":"York University","funders":"","keywords":"Space debris; Computer science; Servo; Computer vision; Space (punctuation); Artificial intelligence; Docking (animal); Servomotor; Computer graphics (images); Debris; Geology; Operating system","score_opus":0.00661855054054199,"score_gpt":0.21869073364666758,"score_spread":0.21207218310612558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201136355","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11309513,0.0006585979,0.8505106,0.0002868564,0.00039583107,0.0001372177,0.00012179631,0.008480172,0.026313793],"genre_scores_gemma":[0.92746353,0.00016785432,0.053406786,0.00010796546,0.000023799268,0.000068374335,0.00011961029,0.000089875175,0.018552223],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985075,0.000013691194,0.0000050919407,0.000032415446,0.00006613337,0.00003189217],"domain_scores_gemma":[0.9998394,0.000023571498,0.000025871246,0.00003032014,0.000052367122,0.000028507971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015432423,0.00038277384,0.00032835096,0.00035520014,0.00048637312,0.00047372383,0.00080186996,0.00048707044,0.0057901805],"category_scores_gemma":[0.00031129352,0.0002515561,0.00025992584,0.00023845279,0.00035245306,0.00047488417,0.00087935606,0.00040790509,0.0020902618],"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":[0.00091320864,0.00031021168,0.0022609436,0.00028648422,0.00006226048,0.0006032557,0.00029398987,0.194565,0.21073751,0.006027568,0.011142019,0.5727976],"study_design_scores_gemma":[0.000120523975,0.00061145687,0.0038389347,0.00004608123,0.000026852478,0.00039788146,0.00014900234,0.92985696,0.04040824,0.0031778226,0.02130576,0.000060401657],"about_ca_topic_score_codex":0.0034428304,"about_ca_topic_score_gemma":0.004784338,"teacher_disagreement_score":0.0057901805,"about_ca_system_score_codex":0.0002738976,"about_ca_system_score_gemma":0.000558029,"threshold_uncertainty_score":0.019370079},"labels":[],"label_agreement":null},{"id":"W3201212460","doi":"10.32393/csme.2021.71","title":"Analyzing Robustness Of Granular Agrochemicals: Basis For The Development Of A Pneumatic Spot Applicator","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Agricultural Engineering and Mechanization","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":"Dalhousie University","funders":"","keywords":"Robustness (evolution); Agrochemical; Computer science; Basis (linear algebra); Artificial intelligence; Mathematics; Biology","score_opus":0.007838821155573852,"score_gpt":0.20185874359933548,"score_spread":0.19401992244376162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201212460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5486764,0.0014576333,0.44312444,0.00028064253,0.00006467576,0.0010031404,0.00048250187,0.0010407118,0.0038698728],"genre_scores_gemma":[0.73099697,0.001129362,0.26365072,0.00008225491,0.00001910607,0.00027780593,0.00035322752,0.00009816433,0.0033924957],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934214,0.000062147556,0.000047817524,0.00010249674,0.00041167837,0.00003365744],"domain_scores_gemma":[0.9990983,0.00022627774,0.0001943361,0.000111396876,0.00031744974,0.000052255797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008767086,0.0003782414,0.0003530939,0.00057449535,0.00019012939,0.00060960033,0.00053897366,0.0004942107,0.0010001332],"category_scores_gemma":[0.0011625361,0.0002930888,0.00024514407,0.00037292947,0.00045117323,0.0005458466,0.0003302352,0.00046506073,0.0003426361],"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":[0.00002788226,0.00002000357,0.0004401663,0.000047642894,0.000003176597,0.000036851015,0.000020434341,0.00040487517,0.99175197,0.00007997431,0.000022813118,0.007144213],"study_design_scores_gemma":[0.0000053153103,0.00044136803,0.006806005,0.0000118043245,0.000015543312,0.00014574039,0.00004593142,0.007836903,0.9831307,0.0000846811,0.00145912,0.000016988552],"about_ca_topic_score_codex":0.0011025424,"about_ca_topic_score_gemma":0.002129747,"teacher_disagreement_score":0.0011025424,"about_ca_system_score_codex":0.00032432145,"about_ca_system_score_gemma":0.00035893777,"threshold_uncertainty_score":0.004636526},"labels":[],"label_agreement":null},{"id":"W3201214129","doi":"10.32393/csme.2021.145","title":"Realistic Representative Volume Element Generation For Sintered Solids Part 2: Finite Element Implementation & Results","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Powder Metallurgy Techniques and Materials","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":"Memorial University of Newfoundland","funders":"","keywords":"Finite element method; Volume (thermodynamics); Element (criminal law); Computer science; Materials science; Mechanical engineering; Structural engineering; Engineering; Physics; Thermodynamics","score_opus":0.03268303121009097,"score_gpt":0.299899004518138,"score_spread":0.26721597330804703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201214129","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.117810324,0.00016559262,0.85087585,0.00035570265,0.00011855053,0.00035435002,0.002397324,0.0036046556,0.024317615],"genre_scores_gemma":[0.5015673,0.00013377472,0.48718145,0.00009824555,0.00001214213,0.00058088254,0.0019960052,0.00082829694,0.007601968],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997031,0.00005097449,0.000014062586,0.000024983256,0.00018599269,0.000020781292],"domain_scores_gemma":[0.9994542,0.00022806582,0.000030337924,0.0000926849,0.0001816767,0.000013011981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005110959,0.00045535254,0.0004458147,0.00034314097,0.0003346542,0.0006484394,0.0011193436,0.0008703923,0.013370136],"category_scores_gemma":[0.0016683049,0.00033930084,0.00032216794,0.0003636939,0.0002703513,0.00045078504,0.00034981157,0.0005725471,0.001643663],"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":[0.00014031201,0.00015001174,0.0016728054,0.00028383243,0.000022257185,0.00017300365,0.00023726285,0.8922264,0.03127674,0.016406083,0.004902382,0.05250891],"study_design_scores_gemma":[0.0000154545,0.000030940013,0.0002187648,0.0000110582405,0.0000026359673,0.000039840368,0.000026066604,0.98160124,0.013257613,0.001207763,0.0035803253,0.000008310136],"about_ca_topic_score_codex":0.0017165436,"about_ca_topic_score_gemma":0.002247675,"teacher_disagreement_score":0.013370136,"about_ca_system_score_codex":0.0003992976,"about_ca_system_score_gemma":0.0006060722,"threshold_uncertainty_score":0.044727504},"labels":[],"label_agreement":null},{"id":"W3201219867","doi":"10.32393/csme.2021.111","title":"Experimental Study Of Viscoplastic Fluid Placement In A Confined Geometry With Application In The Plug And Abandonment Of Oil And Gas Wells","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Drilling and Well Engineering","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 Laval","funders":"","keywords":"Spark plug; Viscoplasticity; Abandonment (legal); Mechanics; Petroleum engineering; Materials science; Geology; Geometry; Mechanical engineering; Engineering; Structural engineering; Physics; Mathematics; Finite element method","score_opus":0.004106805235874114,"score_gpt":0.19476647630726338,"score_spread":0.19065967107138926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201219867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964393,0.00020063423,0.00236807,0.000048724276,0.000034120683,0.000023794286,0.00015466538,0.000078165474,0.0006524542],"genre_scores_gemma":[0.99553275,0.00017029257,0.0033861506,0.000016476704,0.000012038899,0.000030678355,0.00011051945,0.000017252,0.0007237696],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99957734,0.000028938497,0.000028071943,0.00012318247,0.0001264717,0.000115977746],"domain_scores_gemma":[0.99901974,0.00027341294,0.00027230053,0.0001277741,0.00016454562,0.00014228073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033603064,0.00053789205,0.00042882687,0.00035883498,0.00052668137,0.00047178264,0.00055508537,0.0007670804,0.0014885193],"category_scores_gemma":[0.0009093839,0.0003084145,0.00025059067,0.00039375626,0.00083956914,0.0005723191,0.00055305875,0.000661962,0.0002599556],"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":[0.0002500256,0.0003084617,0.0016857473,0.00015435924,0.000009452168,0.0005092206,0.00022231544,0.006333694,0.98594904,0.00064464216,0.00021409207,0.0037190572],"study_design_scores_gemma":[0.00005288883,0.00267851,0.008927801,0.000029614805,0.000023470127,0.0001852511,0.00035444667,0.046996914,0.9384267,0.00025452746,0.002008237,0.00006166736],"about_ca_topic_score_codex":0.00083509105,"about_ca_topic_score_gemma":0.0009337194,"teacher_disagreement_score":0.0014885193,"about_ca_system_score_codex":0.00032776018,"about_ca_system_score_gemma":0.0003716484,"threshold_uncertainty_score":0.004979551},"labels":[],"label_agreement":null},{"id":"W3201298944","doi":"10.32393/csme.2021.211","title":"Performane Of A Modified Drive Mechanism On A Low Temperature Differential Stirling Engine","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Advanced Thermodynamic Systems and Engines","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stirling engine; Stirling cycle; Mechanism (biology); Heat engine; Differential (mechanical device); Automotive engineering; Computer science; Mechanical engineering; Physics; Engineering; Thermodynamics","score_opus":0.00403550043039465,"score_gpt":0.18798289259775997,"score_spread":0.1839473921673653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201298944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998519,0.000058883124,0.0007432271,0.000009110482,0.000011635449,0.000021988437,0.00006494642,0.000074524665,0.00049654994],"genre_scores_gemma":[0.9951374,0.000054374683,0.002422711,0.000007906314,0.0000032599864,0.00001476639,0.00014950664,0.000015343405,0.002194822],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973804,0.000021463642,0.000022173459,0.000048126945,0.00012030125,0.00004995951],"domain_scores_gemma":[0.9997477,0.00005501137,0.00003987552,0.000056091878,0.00006829848,0.00003294429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035222294,0.00044422157,0.00045865664,0.00049712084,0.0002698311,0.00035838952,0.00096175657,0.0005052848,0.0034470211],"category_scores_gemma":[0.0005676789,0.0002606577,0.00033904068,0.0002732101,0.0002000146,0.00038126702,0.00029807948,0.00024341962,0.0005919388],"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":[0.0014829834,0.00021593667,0.0033142369,0.00019350402,0.000025975576,0.00027046038,0.00009482027,0.0033676792,0.97502726,0.00017913186,0.00014707496,0.015680965],"study_design_scores_gemma":[0.00011543882,0.0061586546,0.025171407,0.0000102623235,0.000055044507,0.0003713827,0.000064865766,0.010050248,0.9544987,0.00003814913,0.0034163347,0.00004943427],"about_ca_topic_score_codex":0.0008857842,"about_ca_topic_score_gemma":0.0010692811,"teacher_disagreement_score":0.0034470211,"about_ca_system_score_codex":0.0002679742,"about_ca_system_score_gemma":0.00026236736,"threshold_uncertainty_score":0.011531472},"labels":[],"label_agreement":null},{"id":"W3201398801","doi":"10.32393/csme.2021.225","title":"Effect Of The Strength Of Individual Structures Of A 3D-Printed Wc-Co Cemented Carbides On Its Bulk Mechanical Properties","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Advanced materials and composites","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":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Carbide; Mechanical strength; Cemented carbide; Metallurgy; Composite material","score_opus":0.009093849127398992,"score_gpt":0.22276837875000238,"score_spread":0.2136745296226034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201398801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99823856,0.00017453656,0.0006215852,0.00001417062,0.00001354984,0.0000040411614,0.000048612314,0.000035062156,0.0008499101],"genre_scores_gemma":[0.9985753,0.00007855806,0.00056366005,0.00001085252,0.0000021408023,0.0000030970116,0.00003613083,0.000011754241,0.00071842544],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982065,0.000011482226,0.000012910923,0.000037399346,0.00008921273,0.000028369446],"domain_scores_gemma":[0.9994166,0.00018617361,0.00012609854,0.00006259833,0.00013081111,0.0000777973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001233674,0.00021382475,0.00014189992,0.00024933068,0.000081375794,0.00030975707,0.00018773046,0.0003114387,0.0015318941],"category_scores_gemma":[0.0006405083,0.0002483591,0.00017146493,0.00017132127,0.00022486273,0.00018989893,0.00016057446,0.00035222413,0.00020127228],"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":[0.000049603692,0.000011596183,0.00030370502,0.000024048299,0.000006596376,0.000050772695,0.000013764349,0.00061038637,0.99746394,0.000018230834,0.000016144619,0.0014312877],"study_design_scores_gemma":[0.0000031226998,0.00012610438,0.004696053,0.000002658448,0.000014071857,0.000039173618,0.00001977803,0.0018479476,0.99298817,0.000006402911,0.00025209584,0.0000044796484],"about_ca_topic_score_codex":0.0007033139,"about_ca_topic_score_gemma":0.0016440308,"teacher_disagreement_score":0.0015318941,"about_ca_system_score_codex":0.00017976126,"about_ca_system_score_gemma":0.00009494178,"threshold_uncertainty_score":0.005124688},"labels":[],"label_agreement":null},{"id":"W3201401953","doi":"10.32393/csme.2021.21","title":"Multi-Scale Modeling Of High Velocity Impact On Alumina Ceramic Tiles","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Ceramic; Scale (ratio); Ceramic tiles; Composite material; Physics","score_opus":0.015950305080346457,"score_gpt":0.2666734064537154,"score_spread":0.25072310137336895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201401953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94164544,0.00015984445,0.04913391,0.00011579893,0.000047006284,0.00005197532,0.00019583618,0.0002474251,0.00840268],"genre_scores_gemma":[0.99656737,0.00007345282,0.0024339342,0.000009663017,0.0000040831824,0.000016396327,0.000043404383,0.000016309972,0.00083537726],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999811,0.000020436002,0.00001053415,0.00003184884,0.000078975994,0.000047262503],"domain_scores_gemma":[0.9997913,0.000059545706,0.000051110328,0.0000346815,0.00003804846,0.00002531081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002540539,0.00039071613,0.00036385967,0.00043458576,0.00044628626,0.0007819247,0.0007743425,0.00074773614,0.001364705],"category_scores_gemma":[0.00047527227,0.00025213,0.0005887665,0.00036099867,0.0006763638,0.00047127815,0.0006346905,0.0004428101,0.00018958957],"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":[0.00004299171,0.000038414666,0.0028304313,0.00003676192,0.000010407159,0.00027167992,0.00008762767,0.9782681,0.0148783745,0.0010818499,0.00010779004,0.0023455669],"study_design_scores_gemma":[0.0000030724418,0.000031810207,0.0014874535,0.000003169533,0.0000040956925,0.000028931941,0.00004010456,0.99593335,0.002116127,0.00018116969,0.00016440061,0.0000063788452],"about_ca_topic_score_codex":0.0059802453,"about_ca_topic_score_gemma":0.003617969,"teacher_disagreement_score":0.0059802453,"about_ca_system_score_codex":0.0006583893,"about_ca_system_score_gemma":0.00071393885,"threshold_uncertainty_score":0.011890888},"labels":[],"label_agreement":null},{"id":"W3201405477","doi":"10.32393/csme.2021.105","title":"Optimizing A Plastination Technique For Preserving Natural Fibre Composites","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Art Education and Development","field":"Arts and Humanities","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 British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Composite material; Materials science; Computer science","score_opus":0.013010309206568253,"score_gpt":0.23040814762956013,"score_spread":0.21739783842299187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201405477","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9500994,0.003058381,0.044139825,0.00008916925,0.000052296862,0.00017707702,0.0001247225,0.00015834632,0.0021007268],"genre_scores_gemma":[0.9034065,0.0026826463,0.091301024,0.00004945563,0.00001822561,0.00014034662,0.00018439579,0.000105933024,0.0021114124],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962115,0.00004158949,0.000037540878,0.00010360132,0.00014301727,0.000053101416],"domain_scores_gemma":[0.99975246,0.000046004065,0.00011072371,0.000026100746,0.000049017002,0.000015748503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003835588,0.00066398864,0.00034371737,0.00048576575,0.00032589317,0.00044374715,0.0002577787,0.00035867147,0.0005750514],"category_scores_gemma":[0.00036825964,0.00029782896,0.0004203638,0.00049887836,0.000288368,0.00057802536,0.0002064585,0.000689086,0.00017985728],"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":[0.000021859052,0.000025974337,0.00009401349,0.00008428312,0.000004840625,0.000019775505,0.000024282568,0.00036251807,0.9965115,0.000039572384,0.000014007067,0.002797284],"study_design_scores_gemma":[0.0000051875663,0.00014082929,0.0011304216,0.000005346319,0.00001704219,0.000059923157,0.000016008114,0.00070807844,0.9968359,0.000017903856,0.0010553886,0.000007974628],"about_ca_topic_score_codex":0.00082453125,"about_ca_topic_score_gemma":0.0033403519,"teacher_disagreement_score":0.00082453125,"about_ca_system_score_codex":0.0003934955,"about_ca_system_score_gemma":0.00036633958,"threshold_uncertainty_score":0.0028550029},"labels":[],"label_agreement":null},{"id":"W3201413074","doi":"10.32393/csme.2021.74","title":"Fdm 3D Printed Wood-Fiber Reinforced Architected Composites","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Additive Manufacturing and 3D Printing Technologies","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":"Composite material; 3d printed; Materials science; Fiber; Composite number; Fiber-reinforced composite; Engineering; Manufacturing engineering","score_opus":0.0070730948639716375,"score_gpt":0.20099261483077474,"score_spread":0.1939195199668031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201413074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86828095,0.00045191223,0.11784736,0.000045993787,0.00008942715,0.000038434016,0.0006785922,0.0009356328,0.011631742],"genre_scores_gemma":[0.9096271,0.00021905446,0.08631924,0.00001653796,0.0000044156627,0.000031163396,0.0002576481,0.00005234858,0.0034724148],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999347,0.0000038495264,0.00000260252,0.000012786837,0.000037232567,0.000008828949],"domain_scores_gemma":[0.9999434,0.00001724036,0.000011211372,0.000013124145,0.000010207603,0.000004790672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007264213,0.00024869986,0.00013073925,0.00026924958,0.000114573144,0.00034470842,0.00020370122,0.00038926068,0.0014818079],"category_scores_gemma":[0.00011272415,0.00015849348,0.00026856427,0.00016253589,0.00016880463,0.00013879128,0.00014572397,0.00018833124,0.00028831026],"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":[0.000042787655,0.000032637483,0.00076128665,0.00010921429,0.0000113843835,0.00029877282,0.00008031872,0.088069506,0.8931912,0.0011177293,0.00021563597,0.016069544],"study_design_scores_gemma":[0.000007869342,0.00011272694,0.0036873934,0.000011388546,0.000015189456,0.00028144254,0.000043592565,0.17287229,0.81680286,0.00029813332,0.005835038,0.000031962667],"about_ca_topic_score_codex":0.00090224587,"about_ca_topic_score_gemma":0.0022645688,"teacher_disagreement_score":0.0014818079,"about_ca_system_score_codex":0.00022886058,"about_ca_system_score_gemma":0.00019667203,"threshold_uncertainty_score":0.0049571395},"labels":[],"label_agreement":null},{"id":"W3201534469","doi":"10.32393/csme.2021.43","title":"Investigation Of The Nozzles' Spacing Impact On The Interference Of Unequal Parallel Round Jets: Large Eddy Simulation Study","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Computational Fluid Dynamics and Aerodynamics","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":"Nozzle; Large eddy simulation; Interference (communication); Eddy current; Physics; Mechanics; Computer science; Aerospace engineering; Engineering; Electrical engineering; Telecommunications; Turbulence","score_opus":0.013150667546122515,"score_gpt":0.24152428935470693,"score_spread":0.22837362180858442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201534469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98946124,0.00025306057,0.0061124633,0.00009813295,0.000039550385,0.000033075667,0.00021153581,0.00012618378,0.0036646863],"genre_scores_gemma":[0.99691594,0.0000788126,0.0023248412,0.000020687732,0.0000059974136,0.000015167198,0.00014750527,0.000018762456,0.0004723001],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978334,0.000036667123,0.000017242895,0.000033952965,0.000060966606,0.00006773354],"domain_scores_gemma":[0.9991714,0.00044375876,0.00013331008,0.000051860745,0.000114610615,0.00008521948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050499494,0.00051550614,0.0007791964,0.000569667,0.00049416994,0.0011498136,0.0006305273,0.00097545504,0.001212604],"category_scores_gemma":[0.0011969763,0.00023193308,0.00079879846,0.00044969443,0.0005630702,0.0005793789,0.00047285756,0.00066267024,0.00011094774],"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":[0.0003148591,0.00035238193,0.020832045,0.00016128675,0.00008044546,0.0007062642,0.00013151945,0.95720875,0.013863873,0.00091737125,0.0005421505,0.0048889783],"study_design_scores_gemma":[0.000028650757,0.0001292228,0.0054848846,0.0000130711305,0.000023297767,0.00004262848,0.0001122767,0.9905798,0.003170538,0.00011484033,0.00028491212,0.000015834572],"about_ca_topic_score_codex":0.008219705,"about_ca_topic_score_gemma":0.004371228,"teacher_disagreement_score":0.008219705,"about_ca_system_score_codex":0.00039026124,"about_ca_system_score_gemma":0.0005575914,"threshold_uncertainty_score":0.016343772},"labels":[],"label_agreement":null},{"id":"W3201555240","doi":"10.32393/csme.2021.161","title":"Scaling Of Downburst Outflows Simulated Using A Full-Scale Cooling Source Model With Different Ambient Conditions","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","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":"Western University","funders":"","keywords":"Scaling; Environmental science; Scale (ratio); Scale model; Meteorology; Aerospace engineering; Engineering; Physics; Mathematics","score_opus":0.0158627036130609,"score_gpt":0.2190278484784377,"score_spread":0.2031651448653768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201555240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99073154,0.000066623936,0.0047404002,0.00011969526,0.00003708234,0.00004312248,0.00040364996,0.00020254042,0.0036552895],"genre_scores_gemma":[0.9980301,0.000042686414,0.0011732491,0.000019352046,0.0000051945144,0.000026186464,0.00027606598,0.000020048124,0.00040706282],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991584,0.00001522477,0.000006154837,0.00001947289,0.000017098386,0.000026215084],"domain_scores_gemma":[0.9995552,0.0001820364,0.000057216526,0.00003488422,0.00008722299,0.00008343713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020797094,0.0005594202,0.00042393507,0.00040136374,0.00035590722,0.00070664973,0.0006428815,0.0009437339,0.0012225955],"category_scores_gemma":[0.001029088,0.00021942658,0.0006680132,0.00027386422,0.00051838893,0.00048841827,0.00043843657,0.0007453063,0.00012299107],"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":[0.00012341753,0.00011219132,0.0071428213,0.0000288809,0.000019571991,0.00015887435,0.00007458074,0.98681414,0.0033434322,0.0005204756,0.00027866228,0.0013828469],"study_design_scores_gemma":[0.000013467212,0.000023601344,0.001264683,0.0000028160887,0.000003875961,0.000006436411,0.000023062337,0.9981358,0.00037393032,0.00007138035,0.00007600775,0.00000495518],"about_ca_topic_score_codex":0.024270287,"about_ca_topic_score_gemma":0.007021021,"teacher_disagreement_score":0.024270287,"about_ca_system_score_codex":0.0006749382,"about_ca_system_score_gemma":0.000517432,"threshold_uncertainty_score":0.048258066},"labels":[],"label_agreement":null},{"id":"W3201596517","doi":"10.32393/csme.2021.121","title":"Thermal Design Of Enclosure For Electric Baseboard Heaters","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Mechanical and Thermal Properties Analysis","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 British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Enclosure; Thermal; Electrical engineering; Environmental science; Mechanical engineering; Engineering; Physics; Meteorology","score_opus":0.010454110124006363,"score_gpt":0.19078530526810622,"score_spread":0.18033119514409984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201596517","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43823305,0.0015174446,0.5381577,0.00021996682,0.00021426579,0.00018423841,0.00034189326,0.0010012519,0.020130277],"genre_scores_gemma":[0.9378886,0.0004617849,0.053669896,0.000026744403,0.000022717342,0.00014214557,0.0001574106,0.00007704507,0.007553619],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99969506,0.00005291082,0.000017889319,0.00007158205,0.000126644,0.000035946752],"domain_scores_gemma":[0.9997652,0.00004555566,0.0000522653,0.000040157705,0.00007927141,0.000017465176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030752222,0.00051259616,0.00046078465,0.00031696892,0.0002948351,0.00073703233,0.0007675461,0.0006696695,0.0017246052],"category_scores_gemma":[0.00057571416,0.00031581905,0.00045571057,0.00020072685,0.00032122672,0.0004354238,0.0003503905,0.0002851738,0.000547805],"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":[0.00031610866,0.00008470367,0.0030218996,0.000540852,0.000057441637,0.00057912065,0.00027901345,0.6058328,0.3244205,0.007941251,0.0019322744,0.05499406],"study_design_scores_gemma":[0.00006486371,0.00070320274,0.0072201015,0.000073163676,0.00010236395,0.00049614557,0.00013616629,0.83337355,0.13120195,0.0022152246,0.024344226,0.000069003676],"about_ca_topic_score_codex":0.0005307814,"about_ca_topic_score_gemma":0.0004883633,"teacher_disagreement_score":0.0017246052,"about_ca_system_score_codex":0.00045012182,"about_ca_system_score_gemma":0.00031136416,"threshold_uncertainty_score":0.005769372},"labels":[],"label_agreement":null},{"id":"W3201645044","doi":"10.32393/csme.2021.20","title":"Development Of A Dynamic Failure Model For Polymeric Adhesives","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Mechanical Behavior of Composites","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":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adhesive; Computer science; Materials science; Composite material","score_opus":0.009737847826610649,"score_gpt":0.22743005140380962,"score_spread":0.21769220357719898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201645044","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.098291785,0.00031200724,0.8885985,0.000115681934,0.000039145354,0.00013993913,0.0004760535,0.0006220415,0.011404863],"genre_scores_gemma":[0.89228123,0.0006561201,0.07752622,0.00006258016,0.000024402914,0.0005007637,0.00046800807,0.00017360564,0.028307186],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983966,0.000018841114,0.000010205786,0.000032191212,0.000073933916,0.000025127249],"domain_scores_gemma":[0.99985385,0.000042326577,0.000025107362,0.00001762969,0.000054078566,0.00000687543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025863963,0.00066320604,0.00047616556,0.0005879511,0.0003463609,0.00055367715,0.0013412053,0.001245129,0.0022486814],"category_scores_gemma":[0.00049494236,0.0004350724,0.00079620775,0.0002860356,0.00039182973,0.0005476679,0.00048554974,0.000717988,0.0008362505],"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":[0.000011196637,0.0000140228385,0.00032429257,0.000036058293,0.000007128938,0.00006609864,0.000046138215,0.9756049,0.013171475,0.005458493,0.00016136027,0.0050988225],"study_design_scores_gemma":[0.0000016937005,0.000015191076,0.0001185268,0.0000034685497,0.0000026635664,0.000016035858,0.000005444278,0.99754024,0.0010704473,0.0004056575,0.00081667595,0.0000038951566],"about_ca_topic_score_codex":0.013112864,"about_ca_topic_score_gemma":0.00571083,"teacher_disagreement_score":0.013112864,"about_ca_system_score_codex":0.0006758203,"about_ca_system_score_gemma":0.00087909977,"threshold_uncertainty_score":0.026073098},"labels":[],"label_agreement":null},{"id":"W3201648539","doi":"10.32393/csme.2021.122","title":"Influence Of Isotropy On Mechanical Properties Of Nanocrystalline Iron","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Microstructure and mechanical properties","field":"Materials Science","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":"Memorial University of Newfoundland","funders":"","keywords":"Nanocrystalline material; Isotropy; Materials science; Composite material; Metallurgy; Nanotechnology; Physics; Optics","score_opus":0.008449013400422579,"score_gpt":0.2035316361844047,"score_spread":0.1950826227839821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201648539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906144,0.0002623869,0.0063524316,0.000051253774,0.00000767301,0.000010448627,0.00007984366,0.000048530957,0.0025730391],"genre_scores_gemma":[0.99865556,0.000074310505,0.0011084753,0.0000058167752,8.933441e-7,0.0000035170674,0.000026553424,0.0000075026833,0.000117269185],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998553,0.000016250242,0.000009265822,0.00003463093,0.000065273554,0.00001921654],"domain_scores_gemma":[0.9995504,0.0002523414,0.00006134721,0.00006413994,0.000057237754,0.000014511995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026919617,0.00013736957,0.0001715223,0.00021525766,0.00017625725,0.00020618249,0.00021171775,0.00017753408,0.000390775],"category_scores_gemma":[0.0012701978,0.0001430367,0.00011699206,0.00013447297,0.0003028885,0.00021980244,0.00017586141,0.00022909351,0.0000651133],"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":[0.00042823784,0.000086291446,0.013827128,0.00022968694,0.000036745383,0.0005280671,0.00019542007,0.15245537,0.80102104,0.0026596943,0.0002811975,0.028251082],"study_design_scores_gemma":[0.000016187254,0.00029589847,0.035894457,0.000027790133,0.000032351007,0.00017471726,0.000083737614,0.50736046,0.45356312,0.0011126432,0.0014123919,0.000026274683],"about_ca_topic_score_codex":0.0026557294,"about_ca_topic_score_gemma":0.0041001495,"teacher_disagreement_score":0.0026557294,"about_ca_system_score_codex":0.00026763842,"about_ca_system_score_gemma":0.00025455144,"threshold_uncertainty_score":0.0052805543},"labels":[],"label_agreement":null}]}