{"meta":{"query_hash":"11571185def0","filters":{"venue":"Science and Technology for Energy Transition"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/11571185def0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Science+and+Technology+for+Energy+Transition"},"results":[{"id":"W4393332960","doi":"10.2516/stet/2024023","title":"Characterizing microstructures with representative tortuosities","year":2024,"lang":"en","type":"article","venue":"Science and Technology for Energy Transition","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","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":"Université Laval; Natural Sciences and Engineering Research Council of Canada; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Tortuosity; Anisotropy; Percolation (cognitive psychology); Statistical physics; Computer science; Percolation theory; Artificial intelligence; Porosity; Conductivity; Physics; Geology; Optics; Geotechnical engineering","score_opus":0.0030382492904552734,"score_gpt":0.22167293190315812,"score_spread":0.21863468261270286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393332960","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":[0.799458,0.000086060594,0.19515778,0.0038703857,0.00008696637,0.00007166422,0.000050979634,0.00011524226,0.0011029092],"genre_scores_gemma":[0.9991402,0.0000012153286,0.000657526,0.00007275775,0.00004868281,0.000028593371,0.00001859284,0.0000039785295,0.000028430728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99958825,0.0000023582522,0.000046882804,0.00018344287,0.00007065164,0.000108431566],"domain_scores_gemma":[0.99983746,0.000019055826,0.000009479211,0.000043766842,0.000072014474,0.0000181964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004045639,0.00005474678,0.000051862942,0.00009335983,0.00015936607,0.000060562583,0.000053922715,0.00001656991,0.0000068598833],"category_scores_gemma":[7.3417743e-7,0.00004042391,0.000013254419,0.0003208523,0.00069319276,0.00018096084,0.000009114893,0.000039143706,4.1865005e-7],"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":[0.0000085067095,0.00000520374,0.000016946928,0.0000049698983,0.000010339702,5.461728e-7,0.0001656905,0.000008187453,0.05416109,0.9157027,0.000011257813,0.029904578],"study_design_scores_gemma":[0.00009406723,0.00008654831,0.00010436878,0.000027095219,0.000013316658,0.0000045648085,0.00049031083,0.0017145956,0.22173674,0.7747814,0.0008700727,0.00007688488],"about_ca_topic_score_codex":0.000015871814,"about_ca_topic_score_gemma":4.9070985e-7,"teacher_disagreement_score":0.19968222,"about_ca_system_score_codex":0.0000061970036,"about_ca_system_score_gemma":0.000048695405,"threshold_uncertainty_score":0.25540975},"labels":[],"label_agreement":null}]}