{"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,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Multidisciplinary approach; Dissemination; Work (physics); Field (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003296506,0.0005556224,0.0006137745,0.001186009,0.002064255,0.008593887,0.001128444,0.00348646,0.01316351],"category_scores_gemma":[0.007119113,0.0003861554,0.0003396567,0.001615256,0.007737727,0.006508375,0.003445294,0.004561458,0.003302576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002039633,"about_ca_system_score_gemma":0.003245869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519944,"about_ca_topic_score_gemma":0.002055841,"domain_scores_codex":[0.9962089,0.0009785632,0.0001770006,0.0004586549,0.001894206,0.000282745],"domain_scores_gemma":[0.9937059,0.003312765,0.0004213976,0.000629836,0.001435047,0.0004950962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000694824,0.00006566922,0.001048671,0.001872068,0.00003120569,0.0002378472,0.002211599,0.0009492098,0.005711952,0.655406,0.07472618,0.2576702],"study_design_scores_gemma":[0.000003444723,0.00004100235,0.001037392,0.0006488368,0.00001275065,0.0004430611,0.0009937807,0.0005199099,0.00179484,0.1460736,0.8484024,0.00002897882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.01202219,0.374935,0.01860304,0.1095527,0.02090716,0.00006937057,0.0001908081,0.0002225064,0.4634971],"genre_scores_gemma":[0.3881244,0.3853203,0.02087109,0.0251501,0.02632594,0.0002107288,0.0002580867,0.0005982657,0.153141],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01316351,"threshold_uncertainty_score":0.04403633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127352611652849,"score_gpt":0.2687203267856369,"score_spread":0.255985065620352,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}