{"meta":{"query_hash":"3b03d32d7849","filters":{"venue":"International Review of Applied Sciences and Engineering"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"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/3b03d32d7849","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Review+of+Applied+Sciences+and+Engineering"},"results":[{"id":"W1978343633","doi":"10.1556/irase.3.2012.2.9","title":"Measurement of thermal conductivity of building insulation foams by modulated differential scanning calorimetry — Critical review & observations","year":2012,"lang":"en","type":"article","venue":"International Review of Applied Sciences and Engineering","topic":"Aerogels and thermal insulation","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":"National Research Council Canada","funders":"","keywords":"Differential scanning calorimetry; Thermal conductivity; Thermal diffusivity; Materials science; Composite material; Thermal effusivity; Heat capacity; Thermal conductivity measurement; Polystyrene; Polyurethane; Thermal insulation; Calorimetry; Thermal; Thermal resistance; Thermodynamics; Polymer; Thermal contact conductance","score_opus":0.066466546279936,"score_gpt":0.3021257223789026,"score_spread":0.2356591760989666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978343633","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":[0.016779225,0.96740615,0.009078579,0.0009636486,0.00073668663,0.000113293696,0.00006493661,0.000046640413,0.0048109195],"genre_scores_gemma":[0.11853878,0.86007816,0.012674754,0.00066050864,0.0010991966,0.00017087525,0.00015724511,0.000034095778,0.0065862765],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990164,0.00016971164,0.00010154347,0.00016550209,0.0004883318,0.00005854649],"domain_scores_gemma":[0.997315,0.00061127497,0.00023621225,0.0001035628,0.0016830523,0.00005095326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024050337,0.00061800267,0.0007922511,0.0023154588,0.00041740568,0.000838933,0.00072326435,0.0006559732,0.00080012175],"category_scores_gemma":[0.0020882315,0.00035715193,0.0003655555,0.0018605811,0.0008784633,0.0012434018,0.00034213442,0.0008367773,0.0006053742],"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":[0.00020948477,0.00027238528,0.0017403971,0.013462599,0.00012471457,0.00066258566,0.0005599456,0.001571162,0.2615231,0.0069702878,0.013806653,0.6990966],"study_design_scores_gemma":[0.00001849484,0.0007460084,0.005823402,0.0012145372,0.00013080963,0.0015130311,0.00031550156,0.0015288077,0.44417846,0.0024668458,0.5419244,0.00013977938],"about_ca_topic_score_codex":0.002012017,"about_ca_topic_score_gemma":0.0016392111,"teacher_disagreement_score":0.0024050337,"about_ca_system_score_codex":0.0012897901,"about_ca_system_score_gemma":0.0013777268,"threshold_uncertainty_score":0.012719154},"labels":[],"label_agreement":null},{"id":"W2251345127","doi":"10.1556/1848.2015.6.2.5","title":"Moisture management performance of wood-frame in-fill wall in Shanghai, China","year":2015,"lang":"en","type":"article","venue":"International Review of Applied Sciences and Engineering","topic":"Hygrothermal properties of building 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":true,"ca_institutions":"National Research Council Canada; Carleton University","funders":"","keywords":"Moisture; Cladding (metalworking); Building envelope; Environmental science; Water content; Envelope (radar); Materials science; Thermal; Geotechnical engineering; Composite material; Engineering; Meteorology; Geography","score_opus":0.012418338794395283,"score_gpt":0.22406223800563016,"score_spread":0.2116438992112349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2251345127","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":[0.9994541,0.000012797144,0.00016104568,0.000002362628,9.250288e-7,0.0000018395168,0.000042659427,0.000009537642,0.00031461526],"genre_scores_gemma":[0.99942327,0.000021620142,0.00016831272,0.000001559677,2.7014767e-7,0.000001560284,0.00009965773,0.00000422077,0.00027963484],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9999254,0.000010487758,0.0000028155391,0.000012892882,0.000017250937,0.000031108033],"domain_scores_gemma":[0.9999231,0.000017275297,0.000011649921,0.0000073213955,0.000023674698,0.000016902237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018665419,0.00048243432,0.00034123324,0.00035218452,0.0003937358,0.0005342402,0.00027945277,0.0002749667,0.00065903587],"category_scores_gemma":[0.0001325098,0.00015562521,0.00031674086,0.00038718237,0.00023649857,0.00018767337,0.00016659765,0.00009103371,0.00012511016],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010445223,0.00029346935,0.20536374,0.00030938716,0.00011657084,0.0016698329,0.00089099037,0.53409594,0.23415981,0.00066377985,0.0006407371,0.02075129],"study_design_scores_gemma":[0.00006691468,0.0011744748,0.45275062,0.000021570504,0.00017816368,0.00019001252,0.00160688,0.43973228,0.102577075,0.00017144326,0.0014422865,0.00008829866],"about_ca_topic_score_codex":0.09184848,"about_ca_topic_score_gemma":0.12226434,"teacher_disagreement_score":0.09184848,"about_ca_system_score_codex":0.0011336397,"about_ca_system_score_gemma":0.00071496225,"threshold_uncertainty_score":0.18262774},"labels":[],"label_agreement":null},{"id":"W2547175130","doi":"10.1556/1848.2016.7.2.7","title":"Vacuum insulation panels (VIPS) in building envelope constructions: An overview","year":2016,"lang":"en","type":"article","venue":"International Review of Applied Sciences and Engineering","topic":"Aerogels and thermal insulation","field":"Chemistry","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":"University of Victoria","funders":"","keywords":"Vacuum insulated panel; Building envelope; Architectural engineering; Envelope (radar); Engineering; Zero emission; Product (mathematics); Green building; Civil engineering; Mechanical engineering; Thermal insulation; Telecommunications; Mathematics; Electrical engineering; Thermal; Physics; Materials science; Nanotechnology","score_opus":0.03498119521613497,"score_gpt":0.2950287750693545,"score_spread":0.2600475798532195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547175130","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":[0.015767742,0.94805664,0.011261123,0.00042767398,0.0002816649,0.00003567952,0.000052776646,0.00005578654,0.024060912],"genre_scores_gemma":[0.052524608,0.93115515,0.010111318,0.00012780921,0.0004220076,0.000033491157,0.000072872754,0.000020082327,0.0055326913],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997477,0.000039200553,0.000024415105,0.00005191699,0.00010339451,0.000033359716],"domain_scores_gemma":[0.9998661,0.00006051737,0.000024646197,0.00000783807,0.00003196952,0.000008916919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036041925,0.00058117614,0.0005042302,0.0017015574,0.00029418396,0.001190711,0.00042649335,0.0011123805,0.0016212433],"category_scores_gemma":[0.00017438397,0.00055994093,0.00045203287,0.0017061642,0.00049038057,0.0015746534,0.00059076137,0.0009152627,0.00079041184],"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":[0.00011922407,0.0002727799,0.0016079664,0.013109484,0.00008669477,0.0007536699,0.00040660426,0.006439617,0.08240882,0.052411113,0.009062568,0.83332145],"study_design_scores_gemma":[0.000008059624,0.00059813936,0.004218848,0.0017302629,0.00007962846,0.0031190105,0.00041126672,0.0032508925,0.048516314,0.01051584,0.92747205,0.00007965108],"about_ca_topic_score_codex":0.0004611087,"about_ca_topic_score_gemma":0.00065250363,"teacher_disagreement_score":0.0017015574,"about_ca_system_score_codex":0.00041085953,"about_ca_system_score_gemma":0.00035190544,"threshold_uncertainty_score":0.0054236054},"labels":[],"label_agreement":null},{"id":"W2726756156","doi":"10.1556/1848.2017.8.1.11","title":"Thermal transmittance reduction through exposed balcony slabs","year":2017,"lang":"en","type":"article","venue":"International Review of Applied Sciences and Engineering","topic":"Building Energy and Comfort Optimization","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":"University of Victoria","funders":"","keywords":"Slab; Materials science; Thermal; Composite material; Bridging (networking); Thermal conductivity; Transmittance; Thermal transmittance; Structural engineering; Moisture; Electrical conductor; Thermal resistance; Computer science; Engineering; Optoelectronics","score_opus":0.014962725351262215,"score_gpt":0.2399397805260938,"score_spread":0.22497705517483158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726756156","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":[0.9901973,0.0003020295,0.007472255,0.000015245615,0.000011167991,0.0000063007565,0.00003926738,0.0001106112,0.0018457817],"genre_scores_gemma":[0.99643636,0.00015028083,0.0024940216,0.0000054317534,0.0000015864088,0.0000042321662,0.0000335155,0.000011262768,0.00086339697],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990106,0.000008687434,0.0000036627803,0.000014517639,0.000044813703,0.00002726152],"domain_scores_gemma":[0.9999126,0.000010892058,0.000027726714,0.000011402245,0.000024146337,0.000013124204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009246582,0.0004020797,0.00020733578,0.0002649308,0.00014077513,0.00029952265,0.00028978736,0.00019423278,0.0010546965],"category_scores_gemma":[0.0001307678,0.00014040379,0.00021491213,0.00024518403,0.00018935163,0.0002350325,0.00028318135,0.00022313153,0.00018708697],"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":[0.00012616547,0.00005754755,0.0010356919,0.00009417024,0.000013379039,0.00014008077,0.000059646674,0.0124228895,0.97494906,0.0002854542,0.00013027062,0.010685685],"study_design_scores_gemma":[0.000017545886,0.0005839075,0.007882736,0.000020867956,0.000050745875,0.00018469454,0.000105874395,0.040580127,0.947344,0.00017975608,0.003035494,0.000014284895],"about_ca_topic_score_codex":0.0010639294,"about_ca_topic_score_gemma":0.002527566,"teacher_disagreement_score":0.0010639294,"about_ca_system_score_codex":0.00016947328,"about_ca_system_score_gemma":0.00017537044,"threshold_uncertainty_score":0.0035283566},"labels":[],"label_agreement":null},{"id":"W2769184283","doi":"10.1556/1848.2017.8.2.7","title":"A sustainable design for an off-grid passive container house","year":2017,"lang":"en","type":"article","venue":"International Review of Applied Sciences and Engineering","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Rainwater harvesting; Low-energy house; Passive house; Electricity; Grid; Passive solar building design; Photovoltaic system; Civil engineering; Environmental science; Container (type theory); Architectural engineering; Sustainable design; Zero-energy building; Efficient energy use; Environmental economics; Solar energy; Engineering; Sustainability; Electrical engineering; Mechanical engineering; Geography","score_opus":0.020809334230132127,"score_gpt":0.2600014321730996,"score_spread":0.2391920979429675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769184283","genre_codex":"review","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":[0.050759867,0.39680025,0.25931606,0.006122134,0.0025400212,0.0009428862,0.00051505084,0.00044476718,0.28255907],"genre_scores_gemma":[0.28115723,0.42041755,0.19503303,0.0012689595,0.00038941728,0.0006112988,0.0006452472,0.00012756226,0.10034973],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959236,0.00007543735,0.000021350077,0.000035507208,0.00024755223,0.000027874286],"domain_scores_gemma":[0.99990416,0.000015441075,0.000017938783,0.000007805092,0.000048105205,0.000006510052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004414004,0.00050044415,0.00028858308,0.0007498104,0.00028872507,0.0011037398,0.0009615381,0.001009687,0.003022133],"category_scores_gemma":[0.00030781323,0.00021009332,0.0005063897,0.0009145605,0.00032218362,0.0009005119,0.0006988891,0.00047005824,0.0012091502],"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":[0.00005187487,0.00018876887,0.00083318364,0.008697096,0.000050373586,0.00060620083,0.00027420235,0.017160837,0.020851495,0.11730977,0.02045893,0.8135173],"study_design_scores_gemma":[0.000012850185,0.00017309758,0.0011964676,0.001143376,0.000058697013,0.00071908545,0.00024437107,0.003033626,0.00724377,0.0059905876,0.98016685,0.000017242264],"about_ca_topic_score_codex":0.001302442,"about_ca_topic_score_gemma":0.0021837177,"teacher_disagreement_score":0.003022133,"about_ca_system_score_codex":0.00068356976,"about_ca_system_score_gemma":0.0014422869,"threshold_uncertainty_score":0.010110021},"labels":[],"label_agreement":null},{"id":"W2806566644","doi":"10.1556/1848.2018.9.1.5","title":"Thermal bridges in building envelopes – An overview of impacts and solutions","year":2018,"lang":"en","type":"article","venue":"International Review of Applied Sciences and Engineering","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":41,"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 Victoria","funders":"University of Victoria","keywords":"Bridge (graph theory); Thermal bridge; Bridging (networking); Thermal; Thermal comfort; Slab; Thermal conductivity; Architectural engineering; Efficient energy use; Durability; Civil engineering; Environmental science; Engineering; Structural engineering; Computer science; Materials science; Thermal insulation; Composite material; Layer (electronics); Meteorology","score_opus":0.030246045026145137,"score_gpt":0.28152531231382405,"score_spread":0.2512792672876789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806566644","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":[0.011441728,0.8796236,0.05374666,0.0013390883,0.0005010335,0.000052741652,0.000112729576,0.00017190438,0.053010456],"genre_scores_gemma":[0.12319619,0.83638734,0.025062757,0.00030960084,0.0005983378,0.00006998186,0.00022635754,0.00008365451,0.014065801],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963784,0.00006878295,0.000020789013,0.000056869492,0.00016864132,0.00004712219],"domain_scores_gemma":[0.99984574,0.00005579321,0.000022372635,0.000014673788,0.000049396727,0.000011975369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038427283,0.0009252928,0.00080209045,0.0013255323,0.00043384195,0.0016586793,0.0010242537,0.0012676338,0.007470635],"category_scores_gemma":[0.00039712052,0.00049212395,0.0007323714,0.0017902675,0.00042894957,0.0021093064,0.0013517747,0.0009180072,0.0017009767],"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":[0.00007938457,0.00020357055,0.0012556409,0.005601811,0.00008633121,0.00025185864,0.00017258232,0.039633915,0.009533411,0.13264664,0.010931954,0.799603],"study_design_scores_gemma":[0.00001714566,0.0003504847,0.0029329846,0.0037184309,0.00016764709,0.0016126593,0.00074012764,0.040079463,0.0118705025,0.08375756,0.85464245,0.000110459376],"about_ca_topic_score_codex":0.0009840281,"about_ca_topic_score_gemma":0.0011414815,"teacher_disagreement_score":0.007470635,"about_ca_system_score_codex":0.00064384943,"about_ca_system_score_gemma":0.00052863406,"threshold_uncertainty_score":0.02499175},"labels":[],"label_agreement":null},{"id":"W2902000017","doi":"10.1556/1848.2018.9.2.12","title":"Thermal characterization of different graphite polystyrene","year":2018,"lang":"en","type":"article","venue":"International Review of Applied Sciences and Engineering","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":34,"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":"European Social Fund; European Commission","keywords":"Polystyrene; Materials science; Graphite; Thermal conductivity; Composite material; Thermal insulation; Moisture; Expanded polystyrene; Relative humidity; Thermal; Polymer","score_opus":0.009688843976222744,"score_gpt":0.23175621016867873,"score_spread":0.22206736619245598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902000017","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":[0.9932841,0.0010761188,0.0022737829,0.000022992386,0.000018420205,0.000027996399,0.00070408557,0.00006214443,0.0025302751],"genre_scores_gemma":[0.9933088,0.0007893386,0.0029370997,0.000027047921,0.000008782447,0.000047951613,0.000693135,0.00004391153,0.0021439092],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978524,0.000022183725,0.000016764314,0.000045082452,0.0001013285,0.00002942995],"domain_scores_gemma":[0.9997743,0.0000650182,0.000032453856,0.000019618348,0.00008287683,0.000025890291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017916628,0.00035301532,0.00020247877,0.0008160691,0.00036494582,0.00024183386,0.00014705745,0.00032046932,0.0018718934],"category_scores_gemma":[0.00035990286,0.00012517723,0.00022178424,0.00085589575,0.00019763054,0.0002322524,0.00012708944,0.00031508194,0.000278943],"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":[0.00007939021,0.000013345884,0.00052050897,0.000060744274,0.000004666448,0.000068956986,0.00008013421,0.0002499707,0.99680257,0.000048511607,0.00002968279,0.0020414677],"study_design_scores_gemma":[0.000002980637,0.00021372038,0.013876582,0.000013733623,0.000014488343,0.00010970622,0.000114939445,0.00067828834,0.9833892,0.000048510276,0.0015270974,0.000010705635],"about_ca_topic_score_codex":0.00090966944,"about_ca_topic_score_gemma":0.0021769777,"teacher_disagreement_score":0.0018718934,"about_ca_system_score_codex":0.00014597375,"about_ca_system_score_gemma":0.00015688165,"threshold_uncertainty_score":0.006262064},"labels":[],"label_agreement":null},{"id":"W4293701391","doi":"10.1556/1848.2022.00486","title":"Towards better control of chemical risks associated with mining operations in Quebec (Canada) Part 1: Repertory of chemicals used in mining","year":2022,"lang":"en","type":"article","venue":"International Review of Applied Sciences and Engineering","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; Université du Québec à Trois-Rivières","keywords":"Environmental health; Business; Principal (computer security); Mining industry; Occupational safety and health; Environmental planning; Forensic engineering; Engineering; Geography; Medicine; Political science; Computer science; Mining engineering; Law","score_opus":0.056341955176714725,"score_gpt":0.3869926198486115,"score_spread":0.33065066467189674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293701391","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":[0.44997266,0.3342668,0.011323206,0.048479553,0.00068966683,0.0019663742,0.016355041,0.00039867853,0.13654809],"genre_scores_gemma":[0.756322,0.17600468,0.01871248,0.0041258973,0.00015349098,0.00041153873,0.004991289,0.000051062587,0.03922764],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99887544,0.00020051228,0.00010120694,0.00009423364,0.00058127067,0.00014725662],"domain_scores_gemma":[0.99387604,0.00066111103,0.00074191333,0.00008411555,0.0043058866,0.00033088337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023117606,0.0004003627,0.00031059273,0.006579557,0.0021364233,0.0028460475,0.0010690754,0.00052450906,0.0037323106],"category_scores_gemma":[0.0034883986,0.0001905094,0.000412102,0.007874959,0.00083448255,0.0007341117,0.0005942423,0.00046430065,0.0003789136],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012996797,0.0002449938,0.28769055,0.007939344,0.00010093325,0.0010341578,0.007975467,0.0020391257,0.007715873,0.005973246,0.052934956,0.6262214],"study_design_scores_gemma":[0.000015713798,0.00014790686,0.77975136,0.0032681497,0.00013285106,0.00039972083,0.0135165015,0.0012054959,0.0018206036,0.0005465068,0.1991204,0.00007489581],"about_ca_topic_score_codex":0.97881204,"about_ca_topic_score_gemma":0.99062073,"teacher_disagreement_score":0.028035898,"about_ca_system_score_codex":0.028035898,"about_ca_system_score_gemma":0.074293226,"threshold_uncertainty_score":0.20341557},"labels":[],"label_agreement":null},{"id":"W4297200107","doi":"10.1556/1848.2022.00487","title":"Towards better control of chemical risks associated with mining operations in Quebec (Canada) Part 2: Ranking of the potential effects of chemicals on the health of mining workers","year":2022,"lang":"en","type":"article","venue":"International Review of Applied Sciences and Engineering","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; Université du Québec à Trois-Rivières","keywords":"Business; Harm; Government (linguistics); Revenue; Occupational safety and health; Environmental health; Finance; Medicine; Political science","score_opus":0.029130302581379913,"score_gpt":0.35791922257197445,"score_spread":0.32878891999059456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297200107","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":[0.8995422,0.010735735,0.0063231685,0.010365027,0.00011677063,0.0017042583,0.014745983,0.0001790559,0.0562878],"genre_scores_gemma":[0.9682344,0.0036345317,0.005921811,0.0007463074,0.000019707562,0.00020778137,0.002586046,0.00001294232,0.01863636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990727,0.00017547199,0.000045018754,0.000045215045,0.00048023392,0.00018133582],"domain_scores_gemma":[0.99633956,0.00021015063,0.00036247488,0.000041108095,0.0026032007,0.00044360643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001418129,0.00034135216,0.0001929339,0.001951799,0.0015747682,0.0011729795,0.0010141133,0.0003720513,0.0031726344],"category_scores_gemma":[0.0020017286,0.000118260396,0.0003315959,0.0021915887,0.00041404646,0.00023964024,0.00045591829,0.0003560652,0.0002468965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039272566,0.0003860696,0.7948488,0.0011323881,0.00011385464,0.0002968667,0.0015660546,0.005156935,0.0082385,0.0022296843,0.023003476,0.16263461],"study_design_scores_gemma":[0.0000217887,0.00020620484,0.97566706,0.00014173954,0.00004464509,0.000037302656,0.0029465791,0.0021673145,0.0015038914,0.000117552605,0.017119266,0.000026790009],"about_ca_topic_score_codex":0.9920258,"about_ca_topic_score_gemma":0.9959054,"teacher_disagreement_score":0.022586716,"about_ca_system_score_codex":0.022586716,"about_ca_system_score_gemma":0.05331638,"threshold_uncertainty_score":0.16387886},"labels":[],"label_agreement":null},{"id":"W4361197499","doi":"10.1556/1848.2023.00606","title":"Towards better understanding of the complex industrial systems: Case of production systems","year":2023,"lang":"en","type":"article","venue":"International Review of Applied Sciences and Engineering","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","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":"Université du Québec à Trois-Rivières","funders":"","keywords":"Digitization; Automation; Production (economics); Globalization; Complex system; Competitive advantage; Industrial Revolution; Business; Population; Industrial organization; Computer science; Marketing; Knowledge management; Risk analysis (engineering); Engineering; Data science; Economics; Sociology; Political science; Telecommunications; Market economy","score_opus":0.18953272240994426,"score_gpt":0.2688175470589314,"score_spread":0.07928482464898715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361197499","genre_codex":"other","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":[0.27712592,0.07331337,0.26543057,0.056645945,0.00045385517,0.00033529484,0.00037030815,0.000081035105,0.3262436],"genre_scores_gemma":[0.94408756,0.013535814,0.037892964,0.0006633581,0.0001977444,0.000120763514,0.000085386164,0.000012725832,0.0034036937],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972019,0.0019656012,0.00011212353,0.00013655634,0.00040585862,0.00017796515],"domain_scores_gemma":[0.9889339,0.009320581,0.000620511,0.00041948174,0.0005405709,0.00016508916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003056446,0.00046799693,0.00065481017,0.0031053098,0.0015786595,0.0046941172,0.0009199502,0.0029395195,0.0031556662],"category_scores_gemma":[0.005910677,0.00030052438,0.0007810512,0.003342008,0.006409169,0.0060204165,0.0021123004,0.002376823,0.00019768653],"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":[0.000011050455,0.000045461074,0.0015525669,0.00036330466,0.000021977416,0.0015570204,0.0050293356,0.008258874,0.00025903076,0.9718242,0.0015383341,0.009538843],"study_design_scores_gemma":[0.000023889683,0.000058356247,0.004829744,0.0008225239,0.00003721847,0.0012601952,0.012560707,0.052336365,0.0003529806,0.83310074,0.09457918,0.00003811994],"about_ca_topic_score_codex":0.006613366,"about_ca_topic_score_gemma":0.0045748544,"teacher_disagreement_score":0.006613366,"about_ca_system_score_codex":0.003170117,"about_ca_system_score_gemma":0.0014985523,"threshold_uncertainty_score":0.023000896},"labels":[],"label_agreement":null},{"id":"W4379232366","doi":"10.1556/1848.2023.00621","title":"Identification and categorization of hazards in the mining industry: A systematic review of the literature","year":2023,"lang":"en","type":"review","venue":"International Review of Applied Sciences and Engineering","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Categorization; Hazard; Risk analysis (engineering); Identification (biology); Hazard analysis; Legislation; Engineering; Computer science; Business; Artificial intelligence; Reliability engineering","score_opus":0.0810478944425591,"score_gpt":0.4674744335375353,"score_spread":0.3864265390949762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379232366","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":[0.0011385145,0.99744177,0.00019908455,0.00026688975,0.00008217855,0.00015618504,0.00042895437,0.0000052973087,0.0002811317],"genre_scores_gemma":[0.008606431,0.98999596,0.0005384282,0.00024701568,0.00004505346,0.00019194807,0.00028819655,0.0000027939495,0.00008424467],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99571735,0.0010399425,0.001641005,0.0004302858,0.0010264397,0.00014503248],"domain_scores_gemma":[0.9838885,0.011230529,0.0026380273,0.0002511388,0.0017991894,0.0001925669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061573586,0.0012632705,0.00413397,0.02209447,0.00077944185,0.0021686752,0.0015736523,0.0012598868,0.0040748646],"category_scores_gemma":[0.018786673,0.00068981235,0.0043512005,0.017376998,0.00095612893,0.0024140899,0.0016412875,0.0009937714,0.00035117383],"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":[0.00011001053,0.000031040665,0.0023739,0.8802061,0.0028409224,0.00017054028,0.00062005303,0.000120356024,0.0002623275,0.00059483893,0.0034638545,0.10920602],"study_design_scores_gemma":[0.00006120919,0.00014069569,0.01230147,0.91309875,0.019753113,0.0007519376,0.0012083072,0.00009069783,0.0002192142,0.0006559336,0.05167298,0.00004576991],"about_ca_topic_score_codex":0.0076183868,"about_ca_topic_score_gemma":0.023070432,"teacher_disagreement_score":0.02209447,"about_ca_system_score_codex":0.002781552,"about_ca_system_score_gemma":0.011257085,"threshold_uncertainty_score":0.032563567},"labels":[],"label_agreement":null}]}