{"meta":{"query_hash":"dcba38b076ba","filters":{"venue":"Thermal Science and Applications"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/dcba38b076ba","api":"https://metacan.xera.ac/api/v1/cohort?venue=Thermal+Science+and+Applications"},"results":[{"id":"W7135191700","doi":"10.53941/tsa.2026.100002","title":"Experimental Measurement and Numerical Modelling of Solid Network-Based Schoen’s I-Graph—Wrapped Package (I-WP) toward Cooling Heat Sink","year":2025,"lang":"en","type":"article","venue":"Thermal Science and Applications","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Multiphysics; Nusselt number; Heat sink; Heat transfer; Heat exchanger; Work (physics); Heat transfer coefficient; Thermal; Porosity","score_opus":0.029095342102680378,"score_gpt":0.25310696348400374,"score_spread":0.22401162138132336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135191700","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.075544685,0.00086351973,0.9221915,0.00008305366,0.00002240093,0.0002629903,0.0000046616215,0.00006715306,0.00096003467],"genre_scores_gemma":[0.997324,0.000048217247,0.0024408682,0.00007041136,0.000023191084,0.00008362401,0.000002091326,0.000006342294,0.0000012884494],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992714,0.000009492407,0.00015946884,0.00016566378,0.00020015209,0.00019383608],"domain_scores_gemma":[0.9997123,0.000014623944,0.000006863902,0.000115624236,0.00007475597,0.000075825694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002904401,0.000086068234,0.000111849506,0.000068790134,0.00020899117,0.000032842418,0.00010142324,0.000030331423,0.0000075248645],"category_scores_gemma":[0.0000024099356,0.000081662794,0.00001884317,0.000486265,0.00016911027,0.00011206785,0.00001539465,0.000062451014,7.6260926e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071039644,0.000026383994,0.00010297918,0.000026914002,0.0000055652595,7.692906e-8,0.00017247014,0.8781015,0.11828853,0.00086198485,0.000010966928,0.0023955165],"study_design_scores_gemma":[0.00021640898,0.000016734395,0.00051628856,0.00002829361,0.000014546035,3.7181104e-7,0.00008392193,0.8477989,0.15098862,0.00010070749,0.00013597013,0.00009922142],"about_ca_topic_score_codex":0.000017888126,"about_ca_topic_score_gemma":7.8519093e-7,"teacher_disagreement_score":0.9217793,"about_ca_system_score_codex":0.000040242416,"about_ca_system_score_gemma":0.000056754307,"threshold_uncertainty_score":0.3330112},"labels":[],"label_agreement":null},{"id":"W7135196552","doi":"10.53941/tsa.2026.100001","title":"The Importance of Thermal Science and Applications","year":2025,"lang":"en","type":"article","venue":"Thermal Science and Applications","topic":"Thermal properties of materials","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":"Ontario Tech University","funders":"","keywords":"Multidisciplinary approach; Dissemination; Work (physics); Field (mathematics)","score_opus":0.012735261165284903,"score_gpt":0.2687203267856369,"score_spread":0.255985065620352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135196552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97679865,0.0007367446,0.00032390212,0.0012610182,0.000059660124,0.0008720356,0.000017498189,0.000058513113,0.019871976],"genre_scores_gemma":[0.998485,0.000067041685,0.00029914925,0.00033659232,0.000059339578,0.0005330576,4.103691e-7,0.0000061163632,0.00021324983],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982709,0.00002910455,0.00031250177,0.00046196938,0.0005319136,0.00039360893],"domain_scores_gemma":[0.9984845,0.000120468925,0.00015632753,0.0006439494,0.0004852671,0.000109496985],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0028638372,0.00012193192,0.0001439662,0.00008085445,0.0020699266,0.00032053026,0.0012475117,0.00003173592,0.0000882229],"category_scores_gemma":[0.00012736367,0.0000789067,0.000015237435,0.00085199956,0.007405312,0.00048624774,0.00052537443,0.00006552199,0.000039419196],"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":[0.0000096753265,0.000020820082,0.00036674473,0.000012926412,0.0000013682467,4.175765e-8,0.000074729076,0.000009475971,0.8975659,0.06419543,0.000021507029,0.037721403],"study_design_scores_gemma":[0.00022746027,0.000034282595,0.06648111,0.000017184866,0.00002384034,0.000004658478,0.0005069412,0.000118015545,0.89890873,0.0034771762,0.02997255,0.00022804973],"about_ca_topic_score_codex":0.00004734134,"about_ca_topic_score_gemma":0.0000066403672,"teacher_disagreement_score":0.066114366,"about_ca_system_score_codex":0.000056574776,"about_ca_system_score_gemma":0.00051730685,"threshold_uncertainty_score":0.99922925},"labels":[],"label_agreement":null}]}