{"id":"W7092311451","doi":"10.5291/ill-data.5-22-852","title":"In situ hydrogenation/dehydrogenation of new High Entropy Alloys: TiZrCrMnFe(1+x)Ni(1-x) Laves phase","year":2025,"lang":"","type":"dataset","venue":"Institut Laue-Langevin","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières; Innovation and Economic Development Trois Rivières","funders":"","keywords":"In situ; Entropy (arrow of time); Phase (matter); Laves phase; Sample entropy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006283449,0.001791533,0.002618894,0.002286415,0.00027188,0.0001725919,0.00175034,0.001276661,0.001035433],"category_scores_gemma":[0.001060121,0.002013535,0.000523893,0.00216189,0.0004069974,0.001020603,0.0007163013,0.001512256,0.0004722684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388212,"about_ca_system_score_gemma":0.001171679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003681725,"about_ca_topic_score_gemma":0.01186328,"domain_scores_codex":[0.9922077,0.0002993156,0.002964887,0.001560656,0.00146987,0.001497539],"domain_scores_gemma":[0.9960623,0.000412413,0.0008660523,0.00187935,0.000344038,0.0004358402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002888876,0.001659351,0.00009151628,0.002822023,0.002202338,0.0006440764,0.001263274,0.01322355,0.02216326,0.0111485,0.942583,0.001910206],"study_design_scores_gemma":[0.008167095,0.0003226583,0.00009647921,0.00210625,0.001016242,0.00002359242,0.0001137252,0.001319388,0.02311559,0.0005553129,0.9614472,0.001716488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.08659999,0.03245358,0.003035881,0.002300292,0.01661685,0.007211587,0.8427978,0.0008606542,0.008123354],"genre_scores_gemma":[0.2074343,0.0273622,0.002602928,0.0006744873,0.0031146,0.0005748805,0.7527761,0.0002558979,0.005204622],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1208343,"threshold_uncertainty_score":0.9998778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350361031468934,"score_gpt":0.2716013010360372,"score_spread":0.2580976907213479,"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."}}