{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"3b03d32d7849","filters":{"venue":"International Review of Applied Sciences and Engineering"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Abdalhadi Alhawari","is_ca":true},{"name":"Phalguni Mukhopadhyaya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03024604502614514,"gpt":0.281525312313824,"spread":0.2512792672876789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002544702,0.00005677914,0.0001071813,0.00008342674,0.0000200482,0.00001064003,0.00009414834,0.00001707891,0.000008320791],"category_scores_gemma":[0.00001361355,0.00005083207,0.00001086404,0.0001390887,0.00005722054,0.0001364504,0.00002853602,0.00003081303,7.500118e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009386106,"about_ca_system_score_gemma":0.000007166381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001368406,"about_ca_topic_score_gemma":0.00000523686,"domain_scores_codex":[0.9995828,0.000002193717,0.0001615266,0.00007824501,0.00009370746,0.00008153832],"domain_scores_gemma":[0.9998696,0.00001962702,0.00002733551,0.00004045221,0.00001998527,0.00002293442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003136988,0.00001384463,0.0005979071,0.001917174,0.00002158086,2.935779e-7,0.0001845891,0.8192901,0.03340308,0.1171461,0.00001586209,0.02740628],"study_design_scores_gemma":[0.0001601633,0.00004968198,0.02029486,0.004930918,0.0000114803,0.000006053612,0.00003336999,0.964326,0.008352791,0.0003162871,0.001323603,0.0001947719],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639881,0.02953819,0.004838578,0.00005914776,0.0001356771,0.00006838651,0.000003184932,0.00002945402,0.001339228],"genre_scores_gemma":[0.9642597,0.0298155,0.005862332,0.00002543916,0.00002687974,0.000004238289,0.000001149668,0.000004085968,6.15594e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1450359,"threshold_uncertainty_score":0.2072872,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Ákos Lakatos","is_ca":false},{"name":"Izabella Deák","is_ca":false},{"name":"Umberto Berardi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009688843976222744,"gpt":0.2317562101686787,"spread":0.222067366192456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008656556,0.00005381071,0.0001005426,0.00003178689,0.0000189076,0.000006020799,0.0001047805,0.00001579452,0.0001498103],"category_scores_gemma":[0.000007697126,0.00004117405,0.00002497914,0.00006999007,0.00006791738,0.00005055462,0.00002805934,0.00002244964,8.752811e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004690546,"about_ca_system_score_gemma":0.000004028598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001877204,"about_ca_topic_score_gemma":1.4406e-7,"domain_scores_codex":[0.9995287,0.00000100263,0.0001786017,0.00008391253,0.0001535776,0.00005421833],"domain_scores_gemma":[0.9997873,0.00001082147,0.0000992307,0.00004593657,0.00003951805,0.00001714777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000032311,0.000008115536,0.0003864836,0.0004128071,0.00001025088,4.008115e-8,0.00002978673,0.0000213615,0.9787443,0.01350094,4.336111e-7,0.006882189],"study_design_scores_gemma":[0.0002540679,0.00004696517,0.03788657,0.004227603,0.00003021195,0.000003005302,0.00001944361,0.0243572,0.9301245,0.0002569719,0.00257481,0.0002186168],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919645,0.0004781435,0.0003820357,0.00004096937,0.00006362295,0.00002599388,0.000006464903,0.000008399315,0.00702989],"genre_scores_gemma":[0.9981598,0.001561933,0.0001502157,0.00002539142,0.00007402663,0.000003698879,0.000009439573,0.000003159259,0.00001230832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04861982,"threshold_uncertainty_score":0.1679029,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Wesley Bowley","is_ca":true},{"name":"Phalguni Mukhopadhyaya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02080933423013213,"gpt":0.2600014321730996,"spread":0.2391920979429675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004115399,0.0001011337,0.0001565638,0.00006828264,0.0001012581,0.00009502879,0.0003994062,0.0000184673,0.000006643527],"category_scores_gemma":[0.00008306158,0.00008947076,0.00003154275,0.00004119478,0.00005046301,0.0002534886,0.00006455155,0.00003620146,0.000001076054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003290819,"about_ca_system_score_gemma":0.00001138856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009964278,"about_ca_topic_score_gemma":0.000001210714,"domain_scores_codex":[0.999346,0.000001919658,0.0001727601,0.0001451866,0.0001629163,0.0001711901],"domain_scores_gemma":[0.9996323,0.00004624135,0.00005710178,0.0001602537,0.0000574199,0.00004669996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008606188,0.00001623592,0.00004040122,0.002723985,0.00008924539,0.000003450554,0.00008550011,0.821965,0.001774381,0.1525736,0.003954569,0.01676505],"study_design_scores_gemma":[0.0004725746,0.000096427,0.001217105,0.001215816,0.00004079378,0.00000427444,0.0001689118,0.8188985,0.002967878,0.000727775,0.173825,0.000364953],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1128208,0.02925868,0.7873101,0.002012715,0.005142892,0.00400172,0.00004477315,0.001019612,0.05838867],"genre_scores_gemma":[0.9758729,0.009415499,0.01402731,0.0001039598,0.0002485273,0.000221034,0.000004001814,0.00002816281,0.00007866192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.863052,"threshold_uncertainty_score":0.3648512,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Seyedeh Arezoo Baghaei Naeini","is_ca":true},{"name":"Adel Badri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0810478944425591,"gpt":0.4674744335375353,"spread":0.3864265390949762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005323932,0.0001253478,0.0008790272,0.0001884559,0.00009000312,0.000009605305,0.0004959971,0.0001337158,0.000006258264],"category_scores_gemma":[0.001633009,0.00006433247,0.00008605651,0.001289145,0.00007359977,0.00005969016,0.0001133658,0.0004678341,0.000001258153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004291423,"about_ca_system_score_gemma":0.0003483045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001067607,"about_ca_topic_score_gemma":0.000002530574,"domain_scores_codex":[0.9973656,0.0002115889,0.001462657,0.0001753201,0.000648931,0.0001359102],"domain_scores_gemma":[0.9973989,0.001238884,0.0009425455,0.00019134,0.0001999278,0.00002846742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[6.148688e-7,0.000004163215,0.00001717054,0.9853501,0.00001367335,1.114934e-7,0.0001974819,0.000003415762,6.428962e-7,0.006722332,0.00005201304,0.0076383],"study_design_scores_gemma":[0.00003389914,0.000007621587,0.0002310832,0.9937675,0.00009444791,0.000002717945,0.0001057722,0.0002179806,2.160252e-7,0.00004717463,0.005441085,0.00005047907],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005117661,0.9963734,0.00001579234,0.0003837362,0.0001870503,0.00255168,0.00005116517,0.000003901915,0.00038208],"genre_scores_gemma":[0.0009010252,0.9983353,0.00003778299,0.0001098783,0.00004166749,0.0005044448,0.00003274754,0.000007686269,0.00002948684],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008417442,"threshold_uncertainty_score":0.2623402,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"T. T. Zhang","is_ca":true},{"name":"Phalguni Mukhopadhyaya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01496272535126222,"gpt":0.2399397805260938,"spread":0.2249770551748316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001371156,0.00007248391,0.0001032712,0.00002522968,0.00008259092,0.00004022266,0.0002379482,0.00002271508,0.00001920025],"category_scores_gemma":[0.000009557344,0.00006509405,0.00002629457,0.0000441649,0.00005467513,0.0002438169,0.00001707603,0.00004862856,5.368539e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000103867,"about_ca_system_score_gemma":0.000005255295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000282028,"about_ca_topic_score_gemma":2.600315e-7,"domain_scores_codex":[0.9995348,0.000001086173,0.0001461803,0.000101195,0.0001350738,0.00008169265],"domain_scores_gemma":[0.9998092,0.000008736007,0.00004538652,0.0001013261,0.00001827918,0.00001704045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003456032,0.000004623045,0.00002223943,0.0007710599,0.00003255715,4.778689e-7,0.0001067853,0.8897377,0.02911907,0.05363492,0.0001286043,0.02643852],"study_design_scores_gemma":[0.0005945934,0.00004744993,0.001665603,0.005839284,0.00004643032,0.00002075889,0.00006178994,0.8786194,0.07543634,0.001499476,0.03551139,0.0006574391],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6916811,0.03361066,0.08101731,0.000968663,0.002799486,0.0004399501,0.000009841569,0.0003662637,0.1891068],"genre_scores_gemma":[0.9798636,0.01375992,0.006243662,0.0000284155,0.000069147,0.00001295942,0.000001961448,0.000006677876,0.00001361794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2881826,"threshold_uncertainty_score":0.2654458,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"K.O. Song","is_ca":true},{"name":"Phalguni Mukhopadhyaya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03498119521613497,"gpt":0.2950287750693545,"spread":0.2600475798532195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002587385,0.0000731106,0.0001211617,0.00005716779,0.00002585322,0.00001568913,0.0001288152,0.00002705619,0.0001511619],"category_scores_gemma":[0.00003543553,0.00005277457,0.00002070255,0.000119199,0.00004505019,0.000228101,0.00003317171,0.00003701117,0.000001703941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003047377,"about_ca_system_score_gemma":0.00001452313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006975162,"about_ca_topic_score_gemma":3.292572e-7,"domain_scores_codex":[0.9993197,0.000002735204,0.0002613229,0.0001545204,0.0001744432,0.00008724895],"domain_scores_gemma":[0.9997439,0.00004875942,0.00008464937,0.00006270993,0.00003055624,0.00002944098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005051269,0.00001762846,0.001731962,0.0008879167,0.00001250243,6.778446e-7,0.00005563628,0.0006319734,0.6474689,0.2465085,7.603327e-7,0.1026785],"study_design_scores_gemma":[0.004432434,0.0001605066,0.3205938,0.09904849,0.0001282553,0.0002136571,0.0006324261,0.1362425,0.3301156,0.05160032,0.05400823,0.002823809],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897,0.005609739,0.001367181,0.0001576413,0.000090416,0.0000587997,0.000007407565,0.00002162265,0.002987146],"genre_scores_gemma":[0.9817889,0.01544674,0.002660757,0.00003426641,0.000043427,0.00001184362,0.000002347925,0.00000451027,0.000007252677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3188618,"threshold_uncertainty_score":0.2152084,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Hajer Jemai","is_ca":true},{"name":"Adel Badri","is_ca":true},{"name":"Nabil Ben Fredj","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1895327224099443,"gpt":0.2688175470589314,"spread":0.07928482464898715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007267411,0.00004346514,0.0001864482,0.0001279458,0.00002649162,0.00001162451,0.0001327472,0.00002917797,0.000007121184],"category_scores_gemma":[0.0000877457,0.00003397316,0.00002719692,0.0003736748,0.00007764403,0.00005527405,0.00004808544,0.00004539118,0.000001271169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000351299,"about_ca_system_score_gemma":0.000006188665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004680626,"about_ca_topic_score_gemma":3.803007e-7,"domain_scores_codex":[0.999341,0.000001885226,0.0004492853,0.000111704,0.00003934949,0.0000567749],"domain_scores_gemma":[0.9995787,0.00002046134,0.0003036563,0.00006870125,0.00002101666,0.000007514398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[7.269802e-7,0.000003677277,0.0006833586,0.0005959184,0.00001588041,2.556798e-7,0.0000192578,0.003574481,0.0002379078,0.9942673,0.0001759961,0.000425225],"study_design_scores_gemma":[0.00169451,0.0002909318,0.01651462,0.01818274,0.00007758826,0.0003019114,0.005054901,0.7887141,0.00400992,0.1121708,0.05174857,0.001239468],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818981,0.002778719,0.003176281,0.001270818,0.001423285,0.0003969881,0.00006018919,0.00002630823,0.008969354],"genre_scores_gemma":[0.9991809,0.0006497818,0.00009188106,0.00001091311,0.00004117416,0.000009917889,0.000002039824,0.000002254651,0.00001112676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8820965,"threshold_uncertainty_score":0.1385385,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Paul-Patrice Biyick","is_ca":true},{"name":"Adel Badri","is_ca":true},{"name":"François Gauthier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02913030258137991,"gpt":0.3579192225719744,"spread":0.3287889199905946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00166161,0.0000602469,0.0002876219,0.00005510304,0.0001058254,0.000001445199,0.0002489492,0.00001977959,0.00003003367],"category_scores_gemma":[0.0005564058,0.00003681146,0.00003431367,0.0003192142,0.00009912022,0.00002147045,0.00007622232,0.0002028396,1.879097e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141222,"about_ca_system_score_gemma":0.0009009493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066764,"about_ca_topic_score_gemma":0.002420333,"domain_scores_codex":[0.9983283,0.0001010318,0.0005841086,0.000101137,0.0007347841,0.0001506107],"domain_scores_gemma":[0.9981742,0.001291733,0.0003218254,0.00007673955,0.0001052966,0.00003020537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002220815,0.0009761977,0.3629971,0.05583272,0.000995504,0.000004695026,0.01196342,0.3424661,0.08265752,0.05510635,0.002739169,0.08204041],"study_design_scores_gemma":[0.006441048,0.0007675358,0.7135404,0.08135165,0.0001082705,0.000002557027,0.006194163,0.1745545,0.01538079,0.0001567396,0.0009666687,0.0005356261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950054,0.000847356,0.0001492249,0.002956269,0.0001202241,0.0005825736,0.00003586016,0.000001575988,0.0003014614],"genre_scores_gemma":[0.9991918,0.0001444974,0.0001865058,0.0003552657,0.00001633132,0.00009293829,0.000005021157,0.000003537943,0.000004153841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3505433,"threshold_uncertainty_score":0.9959204,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"K. Tiwana","is_ca":true},{"name":"Phalguni Mukhopadhyaya","is_ca":true},{"name":"Ehab Zalok","is_ca":true},{"name":"David van Reenen","is_ca":true},{"name":"Carolyn Copeland","is_ca":false},{"name":"Peter Newman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01241833879439528,"gpt":0.2240622380056302,"spread":0.2116438992112349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004724284,0.00008206948,0.0001813167,0.0001305136,0.000004518829,0.00001033428,0.0002283118,0.00002012924,0.00001062866],"category_scores_gemma":[0.0000129099,0.00006992691,0.00001487045,0.0001562765,0.00002883876,0.0001020481,0.0000524584,0.0000528645,0.00000172764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003699191,"about_ca_system_score_gemma":0.000005041987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001597957,"about_ca_topic_score_gemma":0.000001698713,"domain_scores_codex":[0.9993119,0.000002433817,0.000277098,0.00009789215,0.0002013756,0.0001093485],"domain_scores_gemma":[0.9998558,0.000008447504,0.0000330747,0.00006349839,0.00001289773,0.00002633812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001398605,0.00002055353,0.0008935381,0.007460965,0.00002364654,0.000002394957,0.00036509,0.9663171,0.009458336,0.004554898,0.0001070326,0.01078243],"study_design_scores_gemma":[0.001471846,0.0001697499,0.04200423,0.02909307,0.0000240236,0.00001445477,0.000207364,0.8880954,0.01930789,0.0004347218,0.01832503,0.0008522099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810348,0.004451254,0.00005612474,0.00006166959,0.0001564633,0.0001559036,0.000001823789,0.00001870356,0.01406332],"genre_scores_gemma":[0.9909354,0.007043978,0.001945457,0.00002728929,0.00001377155,0.00001914713,9.270475e-7,0.000007001265,0.000007036709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07822173,"threshold_uncertainty_score":0.2851537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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 &amp; 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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"J-F. Masson","is_ca":true},{"name":"S. Bundalo-Perc","is_ca":true},{"name":"Phalguni Mukhopadhyaya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.066466546279936,"gpt":0.3021257223789026,"spread":0.2356591760989666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005419902,0.00009084371,0.0002364316,0.00003145013,0.00003435544,0.000006081176,0.0001236393,0.00003189786,0.00007787213],"category_scores_gemma":[0.0002252196,0.00007850563,0.00005219567,0.0001445763,0.0000780596,0.0001837431,0.00004441634,0.0000651543,2.121333e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002829683,"about_ca_system_score_gemma":0.00001422851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001976535,"about_ca_topic_score_gemma":1.270733e-7,"domain_scores_codex":[0.9988977,0.000006785411,0.0004148199,0.0001134352,0.0004559884,0.0001112228],"domain_scores_gemma":[0.9994749,0.00005544438,0.0001889096,0.00007868178,0.0001606666,0.00004138576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003279602,0.00004650355,0.001357166,0.005549519,0.00003095561,1.623357e-8,0.00002785438,0.0006151508,0.9808636,0.008610911,0.000006478613,0.002888536],"study_design_scores_gemma":[0.001064323,0.00006837951,0.09105206,0.1058781,0.000573028,0.00001268283,0.00008267087,0.09119465,0.7043045,0.0005870737,0.004068068,0.001114485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406852,0.05017559,0.008307992,0.00007369915,0.0001116847,0.0000815086,0.00001573598,0.00001051367,0.0005381203],"genre_scores_gemma":[0.9942949,0.004063204,0.001550782,0.00001857267,0.00004435438,0.000008640891,0.00001240255,0.000005615785,0.000001503252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2765592,"threshold_uncertainty_score":0.3201366,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Paul-Patrice Biyick","is_ca":true},{"name":"Adel Badri","is_ca":true},{"name":"François Gauthier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05634195517671473,"gpt":0.3869926198486115,"spread":0.3306506646718967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444116,0.00006217685,0.000285077,0.0001085426,0.0000542953,0.0000018329,0.0001713621,0.00002665364,0.0001002648],"category_scores_gemma":[0.0004568883,0.00005316766,0.00001799486,0.0003255379,0.00005669805,0.00004560185,0.00006412265,0.0002054263,6.424435e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001937512,"about_ca_system_score_gemma":0.0008223223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02232291,"about_ca_topic_score_gemma":0.01889859,"domain_scores_codex":[0.9984429,0.00004780666,0.0006124721,0.0001393584,0.000583868,0.0001735408],"domain_scores_gemma":[0.9990262,0.0006367937,0.0001430707,0.0000583702,0.00009189137,0.00004366169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006214035,0.000456066,0.8187867,0.01190421,0.0001864911,0.0000147776,0.005043945,0.07520247,0.04329211,0.01429274,0.001016168,0.02918291],"study_design_scores_gemma":[0.007091309,0.0003135713,0.6897212,0.03024372,0.00004937689,0.000003564064,0.005361673,0.2569089,0.003335433,0.00009385736,0.006119616,0.0007577117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966009,0.0007862484,0.00005417069,0.001043404,0.00007136542,0.0003439515,0.00004274171,0.000003033454,0.001054228],"genre_scores_gemma":[0.9988558,0.0001705559,0.0004897945,0.0002562673,0.00001828008,0.0001765492,0.00001888565,0.000004086003,0.00000974754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1817065,"threshold_uncertainty_score":0.9990039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}