{"meta":{"query_hash":"c9def963609f","filters":{"venue":"International Journal of Materials and Product Technology"},"cohort_total":23,"direct_labels_cover":0,"predictions_cover":23,"exported":23,"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/c9def963609f","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Materials+and+Product+Technology"},"results":[{"id":"W1612641639","doi":"10.1504/ijmpt.1988.036706","title":"The potential consequences of high temperature superconductivity for Canadian industry","year":2014,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Inorganic Fluorides and Related Compounds","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":true,"ca_institutions":"Bell (Canada); Carleton University","funders":"","keywords":"Microelectronics; Exploit; Product (mathematics); High-temperature superconductivity; Power transmission; Superconductivity; Industrial organization; Telecommunications; Engineering physics; Engineering; Business; Electrical engineering; Power (physics); Computer science; Computer security; Condensed matter physics; Physics","score_opus":0.005662956596919816,"score_gpt":0.2185680193345665,"score_spread":0.21290506273764667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1612641639","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":[0.6552189,0.005037602,0.0009821109,0.08702221,0.00027874697,0.00016527744,0.00374401,0.000095076626,0.24745598],"genre_scores_gemma":[0.96112835,0.004758901,0.0008720201,0.002946632,0.000036847796,0.000015835862,0.0005948515,0.000015309699,0.029631158],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99724495,0.00014336364,0.000043265223,0.00015112456,0.001267105,0.0011501189],"domain_scores_gemma":[0.9969903,0.00023508199,0.00034438385,0.000055216777,0.0019324606,0.00044246294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017369121,0.0003570869,0.0001804179,0.0018828866,0.0077260095,0.004310935,0.0009964283,0.0016803337,0.009371083],"category_scores_gemma":[0.0048059584,0.00021129164,0.00049505674,0.0029715819,0.0020858005,0.0014797061,0.0011045928,0.0013386097,0.00048156406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002003666,0.0002846623,0.31735682,0.0006402636,0.00010931985,0.002797862,0.012580816,0.0079291435,0.023477148,0.3299042,0.11451901,0.1883971],"study_design_scores_gemma":[0.000082845145,0.00048417505,0.45710406,0.00036598163,0.00012906823,0.00060997554,0.049525637,0.0064056218,0.0147827165,0.026569447,0.4435634,0.00037708812],"about_ca_topic_score_codex":0.97948796,"about_ca_topic_score_gemma":0.9890219,"teacher_disagreement_score":0.07043917,"about_ca_system_score_codex":0.07043917,"about_ca_system_score_gemma":0.12237491,"threshold_uncertainty_score":0.5110743},"labels":[],"label_agreement":null},{"id":"W1901268610","doi":"","title":"Microstructures and HAZ cracking of EB welded Incoloy 903","year":2014,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","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":"University of Manitoba","funders":"","keywords":"Incoloy; Materials science; Grain boundary; Metallurgy; Carbide; Microstructure; Liquation; Welding; Heat-affected zone; Superalloy; Inconel; Alloy","score_opus":0.007503346856761986,"score_gpt":0.26486816822774145,"score_spread":0.2573648213709795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1901268610","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":[0.99811256,0.00020992593,0.0006137954,0.0000052227865,0.0000015395639,0.000008064347,0.00016853245,0.00003024884,0.00085016154],"genre_scores_gemma":[0.9968066,0.00011650714,0.0008131377,0.000008358018,7.324407e-7,0.0000061557607,0.0002553631,0.000020214844,0.0019728525],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99992085,0.0000020546017,0.0000034420902,0.000017269838,0.00004570201,0.000010762643],"domain_scores_gemma":[0.999915,0.000007816432,0.000028301833,0.000007238732,0.000030401652,0.000011330751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000091920585,0.00014437133,0.00015125985,0.0003952655,0.00018862652,0.0002203394,0.00017369728,0.00020942712,0.0008981118],"category_scores_gemma":[0.00009802768,0.00021609195,0.00014670788,0.00024774822,0.00020363326,0.00010276359,0.00012482595,0.00020982068,0.0001833643],"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":[0.00005679695,0.000004621853,0.0023828035,0.00002227028,0.0000029358005,0.00013532459,0.00008521055,0.00018723369,0.9957793,0.00003010684,0.000022097116,0.0012913705],"study_design_scores_gemma":[0.00001013708,0.00025089158,0.41778195,0.000012628138,0.000022657929,0.0007023037,0.0002469663,0.0018605487,0.57727885,0.000030159,0.0017899242,0.000013028414],"about_ca_topic_score_codex":0.009864689,"about_ca_topic_score_gemma":0.013685848,"teacher_disagreement_score":0.009864689,"about_ca_system_score_codex":0.00033791678,"about_ca_system_score_gemma":0.00016053603,"threshold_uncertainty_score":0.019614518},"labels":[],"label_agreement":null},{"id":"W1973246648","doi":"10.1504/ijmpt.2011.037206","title":"Characterisation of microstructure and mechanical properties of cermets at micro- and nanoscales","year":2010,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Advanced materials and composites","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Eesti Teadusfondi","keywords":"Cermet; Materials science; Nanoindentation; Microstructure; Ceramic; Grain size; Composite material; Chromium carbide; Metallurgy; Phase (matter); Carbide; Residual stress; Elastic modulus","score_opus":0.004349295898765288,"score_gpt":0.19660169682172807,"score_spread":0.19225240092296278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973246648","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":[0.9956067,0.00040107907,0.0024915421,0.000017599596,0.000009489373,0.000015913047,0.00015521912,0.000053960306,0.0012484959],"genre_scores_gemma":[0.99678624,0.0001159061,0.0020044022,0.000009278179,0.0000036752945,0.000013221064,0.00023110727,0.000023804114,0.00081245945],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998215,0.0000075602043,0.00000966571,0.000042704098,0.00008974502,0.000028832113],"domain_scores_gemma":[0.99969494,0.000043605505,0.00006933353,0.000036423207,0.0001292103,0.000026482023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019051557,0.00012639826,0.00028171105,0.00030919263,0.00017259904,0.00024298808,0.00021247873,0.00023311363,0.0009678837],"category_scores_gemma":[0.0003636419,0.00015583177,0.00019204356,0.000164087,0.0002812055,0.00021907307,0.00013230552,0.00023480627,0.00019870815],"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":[0.000029046561,0.0000036751558,0.0004315896,0.000027388474,0.0000019185838,0.000037422116,0.000018204666,0.000076524506,0.998623,0.00003891949,0.000011240808,0.0007010804],"study_design_scores_gemma":[0.0000072537578,0.00020068178,0.026653936,0.0000056241443,0.000012197966,0.00039081412,0.000087653825,0.0014040939,0.9696051,0.00003935836,0.0015869773,0.000006181257],"about_ca_topic_score_codex":0.0005725348,"about_ca_topic_score_gemma":0.0012060996,"teacher_disagreement_score":0.0009678837,"about_ca_system_score_codex":0.00018125729,"about_ca_system_score_gemma":0.0001311008,"threshold_uncertainty_score":0.0032379031},"labels":[],"label_agreement":null},{"id":"W2003659684","doi":"10.1504/ijmpt.2009.025222","title":"Neural Network prediction of dry grinding by CBN grinding wheel using special conditioning","year":2009,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":7,"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 New Brunswick","funders":"Bundesministerium für Wirtschaft und Technologie","keywords":"Grinding; Machining; Artificial neural network; Surface roughness; Materials science; Grinding wheel; Process (computing); Surface grinding; Mechanical engineering; Process engineering; Surface finish; Metallurgy; Computer science; Composite material; Engineering; Artificial intelligence","score_opus":0.007628929556064587,"score_gpt":0.23761169155799597,"score_spread":0.22998276200193138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003659684","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":[0.88169783,0.00009498793,0.11695291,0.000042590556,0.000019727819,0.00003260145,0.000068063346,0.00028921722,0.00080206094],"genre_scores_gemma":[0.98811394,0.000036561814,0.011078784,0.000005083917,0.0000018015706,0.0000190619,0.000059339513,0.000008113515,0.0006773661],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999089,0.0000141081355,0.0000039674874,0.000025538371,0.000030822437,0.000016663238],"domain_scores_gemma":[0.99961555,0.00024949602,0.000038079663,0.000016242566,0.000066754554,0.000013823037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047073598,0.00047953028,0.0003256916,0.00027186182,0.00011044001,0.00032003273,0.00029971404,0.0005489455,0.00076069706],"category_scores_gemma":[0.0012318615,0.00022400655,0.0003201365,0.00019094857,0.00021439676,0.00031654403,0.00012690235,0.00036111966,0.00011431015],"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":[0.00029760355,0.00009403414,0.0053607356,0.00005389853,0.000025823187,0.000042266605,0.00003105646,0.9371295,0.02240848,0.00019446068,0.00015542543,0.034206677],"study_design_scores_gemma":[0.0000034141742,0.000029197176,0.0014557076,7.9048283e-7,0.0000027586957,0.000002368622,0.0000017907095,0.99577385,0.0026787391,0.00003206447,0.000016788303,0.000002536132],"about_ca_topic_score_codex":0.0101904245,"about_ca_topic_score_gemma":0.009174892,"teacher_disagreement_score":0.0101904245,"about_ca_system_score_codex":0.0004979762,"about_ca_system_score_gemma":0.00032275173,"threshold_uncertainty_score":0.020262241},"labels":[],"label_agreement":null},{"id":"W2007295488","doi":"10.1504/ijmpt.2005.007729","title":"Process dependence of shotcrete for repairs","year":2005,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Innovative concrete reinforcement materials","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 British Columbia; University of Alberta","funders":"","keywords":"Shotcrete; Materials science; Toughness; Composite material; Penetration (warfare); Structural engineering; Metallurgy; Engineering","score_opus":0.009831928682708282,"score_gpt":0.2656183962918676,"score_spread":0.25578646760915935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007295488","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":[0.9793265,0.0012377371,0.012562903,0.00003977455,0.00003304878,0.00010648587,0.00024640202,0.00038186353,0.0060652536],"genre_scores_gemma":[0.99548835,0.0002772073,0.0016932873,0.000011425476,0.0000050297526,0.00002243272,0.00017779868,0.00006137816,0.0022632403],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991985,0.00006556353,0.00003967235,0.0001694049,0.00039376496,0.00013314738],"domain_scores_gemma":[0.9976286,0.00077550736,0.0005245241,0.00022715653,0.0007192432,0.00012500623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056655915,0.00035661436,0.00035895896,0.00078119,0.0003741709,0.00071981415,0.00052666606,0.0004907533,0.0070381197],"category_scores_gemma":[0.002103359,0.00032437523,0.0003957447,0.00039889675,0.0003284067,0.0007568648,0.0005167267,0.0005150116,0.0013345852],"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":[0.0003410379,0.00011966117,0.0032097867,0.00030443343,0.000023732746,0.00040704085,0.0001704201,0.00519311,0.963878,0.00043692268,0.00014254758,0.025773285],"study_design_scores_gemma":[0.000020059324,0.0027515043,0.07943629,0.0000318367,0.000068417496,0.0009860725,0.00036832347,0.010147852,0.9007698,0.0002742236,0.0051073777,0.000038176575],"about_ca_topic_score_codex":0.00082942954,"about_ca_topic_score_gemma":0.0022489757,"teacher_disagreement_score":0.0070381197,"about_ca_system_score_codex":0.00037553004,"about_ca_system_score_gemma":0.00033724346,"threshold_uncertainty_score":0.023544848},"labels":[],"label_agreement":null},{"id":"W2013184160","doi":"10.1504/ijmpt.2008.022141","title":"Single point incremental forming","year":2008,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":20,"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; Atsumi International Scholarship Foundation","keywords":"Materials science; Point (geometry); Incremental sheet forming; Metallurgy; Forming processes; Engineering drawing; Composite material; Geometry; Engineering; Mathematics","score_opus":0.016092618740433308,"score_gpt":0.24607526311682065,"score_spread":0.22998264437638735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013184160","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":[0.17009623,0.0009502817,0.7055756,0.00020648164,0.00043908364,0.0006785372,0.0013157802,0.005944761,0.1147933],"genre_scores_gemma":[0.6718497,0.00067669,0.29233795,0.00010266479,0.000042365868,0.00032133688,0.000981594,0.0004718164,0.03321589],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994598,0.00003064049,0.00001902887,0.00008573308,0.00034956235,0.000055233682],"domain_scores_gemma":[0.99958366,0.00009442716,0.000045393837,0.00013573542,0.00011339745,0.00002736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002986091,0.0003650533,0.00053083024,0.0004245081,0.0003253105,0.00061439374,0.0010247852,0.00047777596,0.013490862],"category_scores_gemma":[0.0009502668,0.000295028,0.00042912646,0.0006076165,0.00032870864,0.00059900724,0.00074343145,0.000431707,0.0027464111],"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":[0.00043402618,0.00019794659,0.0043728785,0.000986778,0.00007295206,0.00057771895,0.000453997,0.080581695,0.2596979,0.04175927,0.026586074,0.58427876],"study_design_scores_gemma":[0.00010165898,0.0012790401,0.0055334633,0.00006934576,0.00009644717,0.003003349,0.00020653462,0.3330653,0.421527,0.011881944,0.2231023,0.00013356909],"about_ca_topic_score_codex":0.0005608717,"about_ca_topic_score_gemma":0.00080039474,"teacher_disagreement_score":0.013490862,"about_ca_system_score_codex":0.00018546291,"about_ca_system_score_gemma":0.00041478797,"threshold_uncertainty_score":0.045131385},"labels":[],"label_agreement":null},{"id":"W2047739227","doi":"10.1504/ijmpt.2011.039929","title":"On the influence of overlap length on static capacity and fatigue life of adhesively bonded joints with tubular composite adherends subject to torsional loading","year":2011,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Structural engineering; Materials science; Joint (building); Fibre-reinforced plastic; Composite number; Composite material; Work (physics); Stress (linguistics); Engineering; Mechanical engineering","score_opus":0.027222089869018667,"score_gpt":0.23802231383674008,"score_spread":0.2108002239677214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047739227","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":[0.99916995,0.00028950424,0.00032101327,0.0000063507428,0.0000029688617,0.000002252196,0.000020195615,0.000005900988,0.00018188418],"genre_scores_gemma":[0.99943167,0.00011649767,0.00022862687,0.0000026598564,0.0000025522227,0.000003801575,0.00003299876,0.000004476352,0.0001766813],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99974066,0.000042632288,0.000020587335,0.000045566754,0.0001009743,0.000049527],"domain_scores_gemma":[0.99878114,0.00064941513,0.00026557277,0.00008403251,0.00015112801,0.00006873817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045964055,0.00025907723,0.00036942496,0.00031555723,0.00024253027,0.0002497542,0.00021595294,0.0003096177,0.0013151291],"category_scores_gemma":[0.0012326678,0.00015570567,0.00021323514,0.00021716226,0.00038326532,0.00029769694,0.00025656674,0.00021051681,0.00020063977],"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":[0.0009851998,0.00011641778,0.0065470147,0.00018989707,0.000035357316,0.00035396335,0.0003211466,0.01290972,0.9640511,0.000078788515,0.000074308125,0.014337048],"study_design_scores_gemma":[0.00001740149,0.0042941184,0.09557235,0.000037593494,0.00010207925,0.0003212567,0.00042056083,0.031400103,0.86689585,0.00008247588,0.00080525124,0.000050906354],"about_ca_topic_score_codex":0.0005442019,"about_ca_topic_score_gemma":0.0014854253,"teacher_disagreement_score":0.0013151291,"about_ca_system_score_codex":0.0001461456,"about_ca_system_score_gemma":0.00011357166,"threshold_uncertainty_score":0.0043994784},"labels":[],"label_agreement":null},{"id":"W2048668222","doi":"10.1504/ijmpt.2005.005744","title":"Use of an axial magnetic field to suppress convection in the solvent of Ge&lt;SUB align=right&gt;0.98Si&lt;SUB align=right&gt;0.02 grown by the travelling solvent method","year":2005,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Space Agency","keywords":"Crucible (geodemography); Materials science; Magnetic field; Convection; Hartmann number; Germanium; Solvent; Mass transfer; Condensed matter physics; Flow (mathematics); Fluid dynamics; Crystal (programming language); Intensity (physics); Heat transfer; Mechanics; Field (mathematics); Silicon; Chemistry; Optics; Physics; Metallurgy; Magnetohydrodynamics","score_opus":0.018334162146789342,"score_gpt":0.2760675811977474,"score_spread":0.25773341905095803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048668222","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":[0.9948125,0.000087447355,0.00385202,0.000048740945,0.000009490062,0.000007302742,0.000034410758,0.000047385103,0.0011006934],"genre_scores_gemma":[0.9945498,0.00009116888,0.004818753,0.000009718097,0.0000019534887,0.0000072758808,0.000029864812,0.000011214042,0.000480262],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99998415,0.0000027494693,8.433511e-7,0.000002420634,0.00000590725,0.0000039025176],"domain_scores_gemma":[0.99989843,0.000047822887,0.000026007401,0.000006324597,0.000010466474,0.000010908225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007866485,0.00012824216,0.00014059858,0.00007200438,0.00012953617,0.00016114334,0.00017831262,0.00013972785,0.0006247498],"category_scores_gemma":[0.00020414667,0.00008031377,0.000106668755,0.000088322966,0.00018451642,0.00011090394,0.00008977294,0.00014266619,0.00006460921],"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":[0.00046560066,0.000041086507,0.0008303507,0.00019956849,0.000015158621,0.00022444125,0.00011193689,0.041600306,0.94765353,0.0015404656,0.0001934762,0.00712421],"study_design_scores_gemma":[0.00024311568,0.0010398742,0.0036030607,0.000014611069,0.000038882856,0.00024565138,0.00008018488,0.23378469,0.7577721,0.00033893588,0.0028147984,0.000024142682],"about_ca_topic_score_codex":0.0015316468,"about_ca_topic_score_gemma":0.0018063172,"teacher_disagreement_score":0.0015316468,"about_ca_system_score_codex":0.00022876741,"about_ca_system_score_gemma":0.0002559676,"threshold_uncertainty_score":0.0030454993},"labels":[],"label_agreement":null},{"id":"W2053328614","doi":"10.1504/ijmpt.2005.005751","title":"Homogeneity of Ge&lt;SUB align=right&gt;1-xSi&lt;SUB align=right&gt;x alloys (x≤0.30) grown by the travelling solvent method","year":2005,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency","keywords":"Alloy; Materials science; Homogeneity (statistics); Quenching (fluorescence); Chemical composition; Solvent; Composition (language); Analytical Chemistry (journal); Crystal (programming language); Hall effect; Crystallography; Condensed matter physics; Electrical resistivity and conductivity; Metallurgy; Chemistry; Thermodynamics; Optics; Fluorescence; Mathematics; Electrical engineering; Physics; Chromatography","score_opus":0.008051197405486571,"score_gpt":0.24210073825625525,"score_spread":0.23404954085076868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053328614","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":[0.9971123,0.00020430807,0.0007432733,0.000017180959,0.0000049165164,0.0000075590206,0.00022084588,0.000026502832,0.0016631242],"genre_scores_gemma":[0.9961361,0.00015527722,0.0010727553,0.000007979662,0.000004178076,0.00001190239,0.00055371923,0.000050645467,0.0020072695],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999894,0.000010296282,0.000007493455,0.000024483688,0.00004528589,0.000018322246],"domain_scores_gemma":[0.9998331,0.00003644137,0.000027933962,0.000014525987,0.000067408124,0.000020531847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012774918,0.00013681373,0.00014118217,0.00029318858,0.0002123562,0.0003329739,0.00010440939,0.00013042535,0.0007521825],"category_scores_gemma":[0.00029870993,0.00018236366,0.00009898146,0.00018263441,0.00013335462,0.00010119882,0.0001232228,0.00015994228,0.00021997561],"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":[0.000034418797,0.0000023344257,0.00039406627,0.000008434689,0.0000037019613,0.000021495085,0.000026421161,0.000057260404,0.999049,0.000044744396,0.000021839665,0.00033624997],"study_design_scores_gemma":[0.000004198978,0.000060201157,0.0073429146,0.0000017713602,0.000010475198,0.00005049142,0.000021319005,0.0006570154,0.99127805,0.000012036706,0.00055833877,0.0000031770512],"about_ca_topic_score_codex":0.004557991,"about_ca_topic_score_gemma":0.006537546,"teacher_disagreement_score":0.004557991,"about_ca_system_score_codex":0.00034393027,"about_ca_system_score_gemma":0.00020087944,"threshold_uncertainty_score":0.009062946},"labels":[],"label_agreement":null},{"id":"W2147106551","doi":"10.1504/ijmpt.2005.007735","title":"FRP protection and rehabilitation of corrosion-damaged reinforced concrete columns","year":2005,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Corrosion; Fibre-reinforced plastic; Materials science; Aramid; Reinforcement; Composite material; Reinforced concrete; Structural engineering; Engineering; Fiber","score_opus":0.0065551819609910595,"score_gpt":0.2223148872873126,"score_spread":0.21575970532632155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147106551","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":[0.9991053,0.000082718994,0.0006337028,0.0000048686707,0.0000022829447,0.0000053195804,0.000015702388,0.000010160439,0.0001400229],"genre_scores_gemma":[0.9986292,0.00010885452,0.0006675723,0.0000056035665,0.0000014835616,0.000003311712,0.00003086907,0.0000045285215,0.0005487259],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998642,0.000024525281,0.0000076451915,0.000022835062,0.000035869787,0.000044851302],"domain_scores_gemma":[0.99981195,0.00003779731,0.00006420494,0.000022646302,0.00003508093,0.000028310145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016358803,0.0004193012,0.0002837835,0.00020658571,0.00019907413,0.00013756659,0.00019492648,0.00035633042,0.0007942519],"category_scores_gemma":[0.0003252457,0.00013881353,0.00023326813,0.00008070747,0.00024426263,0.00018255955,0.00014595955,0.00026478234,0.0001470984],"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":[0.0003759391,0.00009784863,0.0005763558,0.000065765926,0.000012333364,0.00014763758,0.000056869445,0.000944435,0.993541,0.00002776762,0.00001738527,0.0041366713],"study_design_scores_gemma":[0.000018230548,0.0032477344,0.0067503555,0.00000835874,0.000022166747,0.00030377554,0.000046175064,0.0011027084,0.9881092,0.00002017959,0.00036537467,0.0000058465043],"about_ca_topic_score_codex":0.0012637718,"about_ca_topic_score_gemma":0.0021131248,"teacher_disagreement_score":0.0012637718,"about_ca_system_score_codex":0.00010747493,"about_ca_system_score_gemma":0.00015157113,"threshold_uncertainty_score":0.0026570559},"labels":[],"label_agreement":null},{"id":"W2178550123","doi":"","title":"Optimization of electron beam welding parameters for Incoloy 903","year":2014,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Welding Techniques and Residual Stresses","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 Manitoba","funders":"","keywords":"Incoloy; Electron beam welding; Welding; Beam (structure); Oscillation (cell signaling); Materials science; Current (fluid); Work (physics); Mechanics; Voltage; Cathode ray; Mechanical engineering; Structural engineering; Electron; Composite material; Engineering; Electrical engineering; Physics; Chemistry","score_opus":0.006588668084145248,"score_gpt":0.2404906716724827,"score_spread":0.23390200358833746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178550123","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":[0.98490614,0.0011450322,0.011339285,0.000064994034,0.000016017435,0.00008374187,0.00022337299,0.00010086105,0.0021206557],"genre_scores_gemma":[0.98619914,0.0005929475,0.011780422,0.000023359316,0.0000025905215,0.000077407494,0.00016070854,0.00006977343,0.0010936463],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972564,0.00002564869,0.000022303826,0.00006444477,0.000117939206,0.000043962064],"domain_scores_gemma":[0.9996512,0.00009053739,0.000107337444,0.000028299897,0.00009947628,0.000023117493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063254184,0.0005945709,0.00071878085,0.0005251965,0.00035085145,0.00057254464,0.00044442213,0.0004282956,0.001630749],"category_scores_gemma":[0.0008303912,0.00028741063,0.0004197079,0.0006488208,0.00017081691,0.00031025385,0.00030667256,0.00033849085,0.0003991235],"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":[0.00075028505,0.00015752888,0.004604479,0.00052939914,0.000035415702,0.00015324619,0.00024670243,0.009023178,0.96367246,0.00027991008,0.00030340432,0.020243967],"study_design_scores_gemma":[0.00009548434,0.00269581,0.05049433,0.000059396232,0.00015395194,0.00022858869,0.0005909985,0.013022256,0.92388237,0.0001590807,0.008556574,0.00006105935],"about_ca_topic_score_codex":0.0025492883,"about_ca_topic_score_gemma":0.007857788,"teacher_disagreement_score":0.0025492883,"about_ca_system_score_codex":0.00060266076,"about_ca_system_score_gemma":0.0006838363,"threshold_uncertainty_score":0.0054554343},"labels":[],"label_agreement":null},{"id":"W2336098798","doi":"10.1504/ijmpt.2016.076419","title":"Internet-based remote monitoring system of thermo-electric-generations with mobile communication technology","year":2016,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"East Midlands Development Agency; European Commission; Trent University; Nottingham Trent University","keywords":"Data acquisition; Thermoelectric generator; Electric power; Automotive engineering; Control unit; Remote monitoring and control; Remote control; Energy harvesting; Embedded system; Computer science; Thermoelectric effect; Power (physics); Real-time computing; Control (management); Computer hardware; Operating system; Engineering","score_opus":0.00661118062977341,"score_gpt":0.2086826581479248,"score_spread":0.20207147751815138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336098798","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":[0.48735353,0.0015262307,0.4549917,0.00039991707,0.0003072303,0.0008616808,0.001090203,0.026868911,0.02660059],"genre_scores_gemma":[0.9558269,0.00020530896,0.035243206,0.00013595328,0.000104427636,0.0002865871,0.0004633772,0.00010307409,0.00763129],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994898,0.00010759261,0.000029370118,0.00014295088,0.00018381848,0.000046409],"domain_scores_gemma":[0.99955326,0.00009422207,0.000058633064,0.00006200485,0.00018842699,0.00004351567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038704823,0.0005653153,0.0005807797,0.0013396058,0.00033860203,0.0005032866,0.0008436483,0.0005519962,0.0050504315],"category_scores_gemma":[0.00053971953,0.0001587002,0.00021906618,0.00069811527,0.00016912879,0.00079587067,0.0005031926,0.000266162,0.0014302289],"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":[0.0020783725,0.0011072139,0.028540721,0.00067678106,0.00018014532,0.0013077857,0.0005560886,0.015341476,0.21558382,0.00239476,0.016062526,0.7161704],"study_design_scores_gemma":[0.0007621911,0.0029889976,0.06692203,0.00015552057,0.0006839822,0.0037826076,0.00048273112,0.52335525,0.3242664,0.002812376,0.07346835,0.00031955604],"about_ca_topic_score_codex":0.00070288446,"about_ca_topic_score_gemma":0.00060378277,"teacher_disagreement_score":0.0050504315,"about_ca_system_score_codex":0.0002930796,"about_ca_system_score_gemma":0.00027436388,"threshold_uncertainty_score":0.016895354},"labels":[],"label_agreement":null},{"id":"W2494103044","doi":"","title":"Total Quality Management: the way ahead","year":2014,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Quality and Supply Management","field":"Business, Management and Accounting","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":"Natural Resources Canada","funders":"","keywords":"Total quality management; Process management; Quality (philosophy); Quality audit; Quality management; Audit; Quality assurance; Quality policy; Business; Management philosophy; Process (computing); Management styles; Operations management; Engineering; Computer science; Management system; Management; Lean manufacturing; Accounting; Economics","score_opus":0.016793620385247603,"score_gpt":0.2660548519756948,"score_spread":0.2492612315904472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2494103044","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013841243,0.37267688,0.00871861,0.58692455,0.017139839,0.00003839729,0.0000932665,0.00018796041,0.012836417],"genre_scores_gemma":[0.113000765,0.6030624,0.03448987,0.18312931,0.04056314,0.00019172975,0.0004311715,0.000220299,0.024911363],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922043,0.0023291418,0.00042738477,0.0007610124,0.003306018,0.00097212044],"domain_scores_gemma":[0.97886366,0.005867037,0.0011650089,0.0011080642,0.008588078,0.004408054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020433016,0.0011497539,0.0014458555,0.001670619,0.0029178218,0.011912164,0.00225809,0.011830266,0.014161963],"category_scores_gemma":[0.013374709,0.0003852843,0.00094465323,0.0026732222,0.010228418,0.01886004,0.0055259727,0.012317175,0.0036034316],"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":[0.00012044546,0.00018617784,0.0006920583,0.0017788738,0.000049040475,0.000074110794,0.000573888,0.0007115311,0.00042855507,0.24420966,0.28558382,0.46559188],"study_design_scores_gemma":[0.00004832433,0.00026410513,0.0015126992,0.0036540946,0.000030416915,0.00013301727,0.0018431927,0.001075639,0.0002760663,0.2584522,0.7326498,0.000060430717],"about_ca_topic_score_codex":0.0055172895,"about_ca_topic_score_gemma":0.00477992,"teacher_disagreement_score":0.020433016,"about_ca_system_score_codex":0.0062827887,"about_ca_system_score_gemma":0.017188547,"threshold_uncertainty_score":0.10806143},"labels":[],"label_agreement":null},{"id":"W2524178420","doi":"","title":"Effects of aluminium and sulphur on resistance spot weldability of steels","year":2014,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Advanced Welding Techniques 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":"University of Waterloo","funders":"","keywords":"Weldability; Metallurgy; Materials science; Aluminium; Galvanization; Welding; Sulfur; Coating; Spot welding; Sheet metal; Composite material; Layer (electronics)","score_opus":0.0031968551246505943,"score_gpt":0.22335665316632536,"score_spread":0.22015979804167476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524178420","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":[0.9990206,0.00025497962,0.00039120467,0.0000096678295,0.0000035026378,0.000006567966,0.00004571524,0.000016689655,0.00025117164],"genre_scores_gemma":[0.9986914,0.00012525449,0.00043516458,0.000010053282,0.0000034416337,0.0000044437247,0.0000533978,0.000011707275,0.00066510274],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994331,0.00014964084,0.00004925251,0.00008553152,0.00021808314,0.000064516425],"domain_scores_gemma":[0.9987538,0.00048734003,0.00028487897,0.000077878314,0.00029499558,0.00010108186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044069803,0.00041196492,0.00035649724,0.00040140277,0.00020670885,0.00045403343,0.00030373345,0.00045433475,0.0012462456],"category_scores_gemma":[0.0016780971,0.0002638177,0.00045472383,0.0002380616,0.00033065517,0.00022732886,0.00024414272,0.00026936742,0.00023912467],"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":[0.0010263572,0.000031433403,0.0021345513,0.00008955449,0.00004693557,0.00009832682,0.00010318143,0.0006119565,0.9932473,0.000013738355,0.000012090168,0.0025847405],"study_design_scores_gemma":[0.000014646221,0.0020758056,0.022776257,0.0000051319357,0.00006049087,0.00008363302,0.00007208173,0.00092148856,0.9736685,0.000015270949,0.00029325284,0.000013451936],"about_ca_topic_score_codex":0.001921174,"about_ca_topic_score_gemma":0.0028144296,"teacher_disagreement_score":0.001921174,"about_ca_system_score_codex":0.0002691233,"about_ca_system_score_gemma":0.00013344114,"threshold_uncertainty_score":0.0041691065},"labels":[],"label_agreement":null},{"id":"W2595481809","doi":"10.1504/ijmpt.1998.036230","title":"Particle agglomeration and fracture in MA 956 and MMC friction joints","year":2014,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Aluminum Alloys Composites Properties","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":"Division of Materials Research","keywords":"Materials science; Economies of agglomeration; Welding; Particle (ecology); Alloy; Aluminium; Joint (building); Composite material; Metallurgy; Structural engineering; Geology","score_opus":0.005318395875784736,"score_gpt":0.20232565537843544,"score_spread":0.19700725950265072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595481809","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":[0.99900216,0.00013082322,0.000610457,0.0000024425356,0.0000016591819,0.0000031324337,0.000029804685,0.00001721026,0.0002022874],"genre_scores_gemma":[0.99914443,0.000030761264,0.00048527046,0.000002001459,6.706382e-7,0.0000035079331,0.000036042842,0.0000068227755,0.0002903972],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999767,0.000014819901,0.000015523125,0.000050108785,0.00011375448,0.000038893384],"domain_scores_gemma":[0.9997893,0.000046820132,0.000081950726,0.000015349586,0.00004443193,0.000022094213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021720308,0.00015902043,0.00029908807,0.000629824,0.0002590261,0.00029674228,0.00024581834,0.00030852773,0.0006747417],"category_scores_gemma":[0.00033198495,0.00020000889,0.0002706125,0.00036651196,0.00027603313,0.00015856302,0.00015484307,0.0001652839,0.00010865751],"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":[0.00032222221,0.000017160299,0.00625328,0.000040483712,0.000011581976,0.00020727885,0.00017848492,0.0011145024,0.9882741,0.000063743166,0.000024188823,0.0034929772],"study_design_scores_gemma":[0.000008729158,0.00039471374,0.09979945,0.0000050457706,0.000025868378,0.00031317896,0.0001648822,0.006045569,0.89258987,0.000036947855,0.00059628993,0.000019514133],"about_ca_topic_score_codex":0.0022230824,"about_ca_topic_score_gemma":0.0027509574,"teacher_disagreement_score":0.0022230824,"about_ca_system_score_codex":0.0003451183,"about_ca_system_score_gemma":0.00008272593,"threshold_uncertainty_score":0.0044202805},"labels":[],"label_agreement":null},{"id":"W2791833056","doi":"10.1504/ijmpt.2018.10010773","title":"Application and anti-bacterial performance evaluation of liquid glass coating","year":2018,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"High-Temperature Coating Behaviors","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":"Materials science; Coating; Composite material; Process engineering; Engineering","score_opus":0.011348684239309525,"score_gpt":0.2685828970972292,"score_spread":0.2572342128579197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791833056","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":[0.9959378,0.0012675549,0.0009758244,0.00003193756,0.000026065709,0.000022159771,0.000109406865,0.000038946095,0.0015902483],"genre_scores_gemma":[0.99466693,0.0009108371,0.0026729472,0.00001599583,0.000006561596,0.00001453175,0.00012264526,0.000008953656,0.0015805342],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997695,0.000022763694,0.000017502369,0.000032782158,0.00011466075,0.000042779364],"domain_scores_gemma":[0.9997826,0.00003074357,0.00004695924,0.000022581802,0.00009783554,0.000019242816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017170099,0.00030045735,0.00019542727,0.00025066285,0.00018925472,0.00023606919,0.0002085945,0.00031740376,0.00077774504],"category_scores_gemma":[0.00021583517,0.00013105854,0.00025065904,0.00022987858,0.00009420373,0.00013485794,0.00012140914,0.00020905923,0.00020532773],"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":[0.000029806944,0.00002077109,0.00028949248,0.00006892482,0.000003857134,0.00003613654,0.000019137047,0.000062903506,0.99797803,0.000010809103,0.00003078675,0.0014493701],"study_design_scores_gemma":[0.0000014309682,0.00031110187,0.0023158398,0.00000385463,0.000009597922,0.00004064882,0.000025732767,0.00035818692,0.99657345,0.0000027985407,0.00035389408,0.000003463559],"about_ca_topic_score_codex":0.001704088,"about_ca_topic_score_gemma":0.0024517472,"teacher_disagreement_score":0.001704088,"about_ca_system_score_codex":0.000208575,"about_ca_system_score_gemma":0.00013293681,"threshold_uncertainty_score":0.0033883452},"labels":[],"label_agreement":null},{"id":"W3032346079","doi":"10.1504/ijmpt.2019.10024476","title":"Mechanical capabilities of semi-rigid thermoplastics ABS and PLA from 3D printing","year":2019,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","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":"Western University","funders":"","keywords":"Materials science; Ultimate tensile strength; Acrylonitrile butadiene styrene; Composite material; Polylactic acid; Bending; Shore durometer; Young's modulus; 3D printing; Tensile testing; Polymer","score_opus":0.006424112115697826,"score_gpt":0.20765517314635992,"score_spread":0.2012310610306621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032346079","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":[0.9763925,0.0013844477,0.015423509,0.000048773985,0.0000283017,0.000020747277,0.00036982706,0.00015583046,0.006176097],"genre_scores_gemma":[0.9916672,0.00043821466,0.0056930683,0.000021336446,0.000006948665,0.000019130739,0.00021451632,0.000023400607,0.0019161287],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999629,0.000024736226,0.000024901956,0.000043334916,0.00024814706,0.00002987608],"domain_scores_gemma":[0.9997135,0.00007764435,0.00008661572,0.00003963957,0.00006298526,0.000019525325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020474767,0.00030008345,0.00011283299,0.0006191803,0.00014252383,0.00035399807,0.00018376285,0.00032478926,0.0018468027],"category_scores_gemma":[0.0004571684,0.00020484881,0.0003271059,0.00035759312,0.00025422426,0.00031498913,0.00022995594,0.00032390677,0.00048336686],"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":[0.000026210377,0.000007210226,0.0003668025,0.000072003895,0.0000033335439,0.000107542706,0.000046485307,0.001046316,0.99242944,0.000124334,0.000032581756,0.005737652],"study_design_scores_gemma":[0.0000023509149,0.00016071297,0.0073407763,0.000008542889,0.000009536636,0.00062205124,0.000048466747,0.0033124206,0.9856997,0.00010033574,0.0026773568,0.000017812485],"about_ca_topic_score_codex":0.0003001879,"about_ca_topic_score_gemma":0.00084754435,"teacher_disagreement_score":0.0018468027,"about_ca_system_score_codex":0.00012581337,"about_ca_system_score_gemma":0.00010270882,"threshold_uncertainty_score":0.0061781406},"labels":[],"label_agreement":null},{"id":"W3153129429","doi":"","title":"Nanoscale material design and processing by electron beam energy","year":2001,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials 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":"Hatch (Canada)","funders":"","keywords":"Nanoscopic scale; Materials science; Materials processing; Cathode ray; Energy (signal processing); Electron; Nanotechnology; Beam (structure); Engineering physics; Mechanical engineering; Process engineering; Engineering; Structural engineering; Nuclear physics; Physics","score_opus":0.007076093956541641,"score_gpt":0.26265143363579224,"score_spread":0.2555753396792506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153129429","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":[0.70723164,0.010798247,0.23332815,0.00083615043,0.00050172064,0.0003977305,0.00046020892,0.00074069813,0.04570544],"genre_scores_gemma":[0.8191838,0.0035875512,0.1563973,0.00017956343,0.000050912753,0.0003533742,0.00030066972,0.00022297812,0.019723793],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984443,0.000012593789,0.000010560595,0.000031069936,0.00007941072,0.000021921978],"domain_scores_gemma":[0.99992037,0.000017510918,0.000013533067,0.0000147532955,0.000028576755,0.0000051902757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031313128,0.00028628198,0.00037985828,0.0003650281,0.0004018515,0.0006974174,0.0004977439,0.0004899872,0.0019654583],"category_scores_gemma":[0.0002760089,0.000421797,0.00021038039,0.00029822532,0.0002454701,0.0007823164,0.00032102282,0.00038128154,0.0006607651],"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":[0.00017423413,0.000073891206,0.00057167216,0.0003546487,0.000015187128,0.00007095004,0.0000555263,0.003729385,0.94671863,0.015191046,0.00081717334,0.032227576],"study_design_scores_gemma":[0.00004402837,0.00026368367,0.0014374615,0.00002246764,0.00002254663,0.00013418913,0.000031134623,0.012274025,0.9594916,0.0028924425,0.023368157,0.00001817456],"about_ca_topic_score_codex":0.0002389143,"about_ca_topic_score_gemma":0.0009029136,"teacher_disagreement_score":0.0019654583,"about_ca_system_score_codex":0.00058693514,"about_ca_system_score_gemma":0.00035201502,"threshold_uncertainty_score":0.0065751076},"labels":[],"label_agreement":null},{"id":"W3208499264","doi":"10.1504/ijmpt.2022.120657","title":"Multi-objective optimisation of plastic injection moulding process using mould flow analysis and response surface methodology","year":2022,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Response surface methodology; Volumetric flow rate; Process (computing); Production (economics); Production rate; Process engineering; Stability (learning theory); Injection moulding; Design of experiments; Materials science; Mathematics; Computer science; Engineering; Statistics; Composite material; Mechanics","score_opus":0.0380398600001955,"score_gpt":0.3023599702144715,"score_spread":0.264320110214276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208499264","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":[0.46479985,0.0006950509,0.5295436,0.00007576699,0.000032935463,0.000370097,0.00013587777,0.00039996082,0.003946956],"genre_scores_gemma":[0.79471534,0.00028609214,0.20303676,0.000020991967,0.000006653167,0.0004812849,0.00012026087,0.000058624893,0.0012741457],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970704,0.000079518024,0.000018021969,0.00005081258,0.00010703942,0.000037605274],"domain_scores_gemma":[0.9996025,0.00026271743,0.000053655287,0.000016264983,0.00005485361,0.000010084318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011143533,0.0008104093,0.0008404127,0.0007842959,0.00022386607,0.0006568882,0.00043420686,0.000635451,0.00088269],"category_scores_gemma":[0.0007710988,0.00029650444,0.00082216936,0.0004733859,0.0002906645,0.00027999893,0.00034894273,0.00047127836,0.00011280695],"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":[0.00013375572,0.00019108054,0.0009947354,0.00046534557,0.000054003347,0.00006742524,0.000052394727,0.8618872,0.090578705,0.0010683052,0.000120238845,0.04438676],"study_design_scores_gemma":[0.00001894234,0.0004378748,0.001120697,0.0000106267335,0.000019858919,0.000019702422,0.000018753659,0.974144,0.02332312,0.0003851614,0.0004864443,0.000014783504],"about_ca_topic_score_codex":0.0012281453,"about_ca_topic_score_gemma":0.001616366,"teacher_disagreement_score":0.0012281453,"about_ca_system_score_codex":0.00043974066,"about_ca_system_score_gemma":0.00068784854,"threshold_uncertainty_score":0.0058933496},"labels":[],"label_agreement":null},{"id":"W4229866258","doi":"10.1504/ijmpt.2018.092075","title":"Application and anti-bacterial performance evaluation of liquid glass coating","year":2018,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"High-Temperature Coating Behaviors","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":"Coating; Materials science; Brass; Composite material; Curing (chemistry); Nickel; Metallurgy; Substrate (aquarium); Deposition (geology); Chemical engineering; Copper","score_opus":0.011348684239309525,"score_gpt":0.2685828970972292,"score_spread":0.2572342128579197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229866258","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":[0.9959378,0.0012675549,0.0009758244,0.00003193756,0.000026065709,0.000022159771,0.000109406865,0.000038946095,0.0015902483],"genre_scores_gemma":[0.99466693,0.0009108371,0.0026729472,0.00001599583,0.000006561596,0.00001453175,0.00012264526,0.000008953656,0.0015805342],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997695,0.000022763694,0.000017502369,0.000032782158,0.00011466075,0.000042779364],"domain_scores_gemma":[0.9997826,0.00003074357,0.00004695924,0.000022581802,0.00009783554,0.000019242816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017170099,0.00030045735,0.00019542727,0.00025066285,0.00018925472,0.00023606919,0.0002085945,0.00031740376,0.00077774504],"category_scores_gemma":[0.00021583517,0.00013105854,0.00025065904,0.00022987858,0.00009420373,0.00013485794,0.00012140914,0.00020905923,0.00020532773],"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":[0.000029806944,0.00002077109,0.00028949248,0.00006892482,0.000003857134,0.00003613654,0.000019137047,0.000062903506,0.99797803,0.000010809103,0.00003078675,0.0014493701],"study_design_scores_gemma":[0.0000014309682,0.00031110187,0.0023158398,0.00000385463,0.000009597922,0.00004064882,0.000025732767,0.00035818692,0.99657345,0.0000027985407,0.00035389408,0.000003463559],"about_ca_topic_score_codex":0.001704088,"about_ca_topic_score_gemma":0.0024517472,"teacher_disagreement_score":0.001704088,"about_ca_system_score_codex":0.000208575,"about_ca_system_score_gemma":0.00013293681,"threshold_uncertainty_score":0.0033883452},"labels":[],"label_agreement":null},{"id":"W4231637136","doi":"10.1504/ijmpt.2019.102938","title":"Mechanical capabilities of semi-rigid thermoplastics ABS and PLA from 3D printing","year":2019,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":7,"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":"Materials science; Ultimate tensile strength; Acrylonitrile butadiene styrene; Composite material; Bending; Shore durometer; Polylactic acid; 3D printing; Young's modulus; Tensile testing; Polymer","score_opus":0.006424112115697826,"score_gpt":0.20765517314635992,"score_spread":0.2012310610306621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231637136","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":[0.9763925,0.0013844477,0.015423509,0.000048773985,0.0000283017,0.000020747277,0.00036982706,0.00015583046,0.006176097],"genre_scores_gemma":[0.9916672,0.00043821466,0.0056930683,0.000021336446,0.000006948665,0.000019130739,0.00021451632,0.000023400607,0.0019161287],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999629,0.000024736226,0.000024901956,0.000043334916,0.00024814706,0.00002987608],"domain_scores_gemma":[0.9997135,0.00007764435,0.00008661572,0.00003963957,0.00006298526,0.000019525325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020474767,0.00030008345,0.00011283299,0.0006191803,0.00014252383,0.00035399807,0.00018376285,0.00032478926,0.0018468027],"category_scores_gemma":[0.0004571684,0.00020484881,0.0003271059,0.00035759312,0.00025422426,0.00031498913,0.00022995594,0.00032390677,0.00048336686],"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":[0.000026210377,0.000007210226,0.0003668025,0.000072003895,0.0000033335439,0.000107542706,0.000046485307,0.001046316,0.99242944,0.000124334,0.000032581756,0.005737652],"study_design_scores_gemma":[0.0000023509149,0.00016071297,0.0073407763,0.000008542889,0.000009536636,0.00062205124,0.000048466747,0.0033124206,0.9856997,0.00010033574,0.0026773568,0.000017812485],"about_ca_topic_score_codex":0.0003001879,"about_ca_topic_score_gemma":0.00084754435,"teacher_disagreement_score":0.0018468027,"about_ca_system_score_codex":0.00012581337,"about_ca_system_score_gemma":0.00010270882,"threshold_uncertainty_score":0.0061781406},"labels":[],"label_agreement":null},{"id":"W4309271038","doi":"10.1504/ijmpt.2023.10052217","title":"Determinants of innovation co-operation for manufacturing SMEs: evidence from a systematic review of the literature (1992-2015)","year":2022,"lang":"en","type":"review","venue":"International Journal of Materials and Product Technology","topic":"Business and Economic Development","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":"Université Laval; Université du Québec à Montréal","funders":"","keywords":"Systematic review; Business; Manufacturing engineering; Materials science; Engineering; MEDLINE; Political science","score_opus":0.03425072822906217,"score_gpt":0.31426584926788115,"score_spread":0.280015121038819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309271038","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":[0.012010056,0.98541415,0.00031348455,0.00050443783,0.00007334605,0.00020510661,0.0007599233,0.000006581764,0.00071289507],"genre_scores_gemma":[0.098054715,0.89930356,0.0011762884,0.00033988588,0.00005934992,0.00037118382,0.00054903154,0.0000054737034,0.00014062421],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98910135,0.0035616881,0.0038553837,0.0009427953,0.0022167051,0.00032209052],"domain_scores_gemma":[0.93445975,0.05076663,0.008065762,0.0009098791,0.005281394,0.00051658176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01259393,0.00088924466,0.0027064274,0.016602376,0.0006144029,0.002555093,0.0007414108,0.0012130915,0.001818652],"category_scores_gemma":[0.0562964,0.0006929451,0.0036185551,0.01747879,0.0008393667,0.0024449239,0.0016237863,0.0008098998,0.00020851893],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026252033,0.00006037109,0.016714646,0.7747709,0.0066734185,0.00042032363,0.0026061407,0.00024129215,0.00045531636,0.0012038518,0.002296575,0.19429463],"study_design_scores_gemma":[0.00011756463,0.00046517098,0.079927124,0.82092303,0.04062843,0.0014584265,0.0059622456,0.00018906027,0.00079155946,0.0009766413,0.048460823,0.00009991236],"about_ca_topic_score_codex":0.006754433,"about_ca_topic_score_gemma":0.026234224,"teacher_disagreement_score":0.016602376,"about_ca_system_score_codex":0.0027079943,"about_ca_system_score_gemma":0.016229961,"threshold_uncertainty_score":0.06660384},"labels":[],"label_agreement":null},{"id":"W4384200709","doi":"10.1504/ijmpt.2023.132189","title":"Optimisation of low-weight cargo UAV with real-time controller by CAD design, FEM simulation and dynamic modelling","year":2023,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Aerospace Engineering and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"CAD; Finite element method; Controller (irrigation); Engineering; Computer science; Simulation; Engineering drawing; Structural engineering","score_opus":0.005795660959002995,"score_gpt":0.20692052020049514,"score_spread":0.20112485924149215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384200709","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":[0.19721895,0.0003420452,0.7872122,0.00011371356,0.00004899027,0.0001394097,0.00008045671,0.00072679855,0.0141174225],"genre_scores_gemma":[0.87210757,0.00020131993,0.12490387,0.000018198314,0.000005304144,0.00014940195,0.00006916025,0.000060139977,0.0024850627],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998547,0.000026059042,0.000006826831,0.000021068669,0.00006968988,0.000021647882],"domain_scores_gemma":[0.9998299,0.00006486822,0.0000343082,0.000019669535,0.000043342054,0.000007803523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025688298,0.000544425,0.00033809303,0.0003410815,0.00021332786,0.000563714,0.00033776506,0.00043608033,0.0012926506],"category_scores_gemma":[0.0004718528,0.00023774317,0.00032671195,0.00016070648,0.00030996208,0.00031003062,0.0002116788,0.00024096567,0.00024818728],"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":[0.000036462676,0.000025384386,0.00049177813,0.000106740954,0.0000107407905,0.00007713063,0.000043141274,0.9487494,0.031457573,0.0015134822,0.00018981291,0.01729842],"study_design_scores_gemma":[0.0000090677595,0.00006407237,0.00031881538,0.000006964172,0.0000076148613,0.000021548698,0.00001877968,0.9908178,0.007186538,0.00021588386,0.001327468,0.0000054619263],"about_ca_topic_score_codex":0.002425693,"about_ca_topic_score_gemma":0.002570918,"teacher_disagreement_score":0.002425693,"about_ca_system_score_codex":0.00037108373,"about_ca_system_score_gemma":0.00051009236,"threshold_uncertainty_score":0.0048230886},"labels":[],"label_agreement":null}]}