{"id":"W2093540525","doi":"10.1016/j.actamat.2014.12.037","title":"Reactions in a multilayered Si (substrate)/Ta/Mg/Fe/Ta/Pd thin-film structure during annealing and deuterium absorption","year":2015,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières; University of Alberta; Canadian Nuclear Laboratories; National Institute for Nanotechnology; McMaster University; Brockhouse Institute for Materials Research","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Materials science; Annealing (glass); Neutron reflectometry; Desorption; Transmission electron microscopy; Deuterium; Reflectometry; Thin film; Analytical Chemistry (journal); Crystallography; Neutron; Composite material; Adsorption; Nanotechnology; Neutron scattering; Chemistry; Chromatography; Physical chemistry","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0006778421,0.0003702395,0.0004927712,0.0001747016,0.0001674221,0.0006129473,0.0002876632,0.0002898735,0.0006701968],"category_scores_gemma":[0.0001135216,0.0003472146,0.00004488084,0.0001653548,0.00009304854,0.00101256,0.0001923987,0.0001325372,0.0001386177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001561701,"about_ca_system_score_gemma":0.00008359506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244332,"about_ca_topic_score_gemma":0.0002282694,"domain_scores_codex":[0.9974853,0.0002496498,0.0007043022,0.0006362364,0.0003154957,0.0006089728],"domain_scores_gemma":[0.9988232,0.0000179636,0.0002934774,0.0004860033,0.000107741,0.0002716383],"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":[0.0002795828,0.00003321412,0.0002214842,0.0001252484,0.00001014717,0.00008108781,0.001874539,0.0001414082,0.9969215,0.0000456423,0.0002540739,0.00001206939],"study_design_scores_gemma":[0.00153982,0.0000625665,0.004424652,0.0001103049,0.00002914263,0.0001762282,0.0005174131,0.0003396053,0.9895668,0.0004787522,0.002282342,0.0004723945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935661,0.00005500893,0.00001338276,0.0001572658,0.005255465,0.0003979983,0.0002519611,0.0002165193,0.00008627379],"genre_scores_gemma":[0.9976936,0.00002951072,0.001185727,0.00007249809,0.0005698525,0.00004441297,0.00006287209,0.00005820126,0.0002833475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007354724,"threshold_uncertainty_score":0.999898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259558236081983,"score_gpt":0.2612190357810341,"score_spread":0.2352632121728358,"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."}}