{"id":"W4224283868","doi":"10.1007/s42864-022-00145-6","title":"First-principles study of substitutional solute and carbon interactions in tungsten","year":2022,"lang":"en","type":"article","venue":"Tungsten","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Tungsten; Vacancy defect; Carbon fibers; Binding energy; Diffusion; Impurity; Thermal diffusivity; Chemical physics; Materials science; Chemistry; Thermodynamics; Computational chemistry; Crystallography; Atomic physics; Metallurgy; Organic chemistry","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":[0.0007440514,0.0005857485,0.001918683,0.0005563205,0.001586622,0.001184679,0.002585619,0.001715355,0.004213709],"category_scores_gemma":[0.0008455415,0.0006798801,0.0009138615,0.0006263533,0.001765695,0.001174741,0.001061159,0.001850766,0.0003970329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047489,"about_ca_system_score_gemma":0.001497209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006455316,"about_ca_topic_score_gemma":0.01031767,"domain_scores_codex":[0.9996085,0.00008037419,0.000007078255,0.00002364935,0.0001605343,0.0001200237],"domain_scores_gemma":[0.9995498,0.0002261153,0.00002808282,0.00006054647,0.00008919773,0.00004617832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004860664,0.0006058868,0.001358838,0.001260139,0.0001443023,0.001264343,0.0006814949,0.5192887,0.0350886,0.4222357,0.005317158,0.01226877],"study_design_scores_gemma":[0.00009574315,0.00007807445,0.0007277009,0.00004127345,0.00001741814,0.00008050495,0.0001452464,0.9763116,0.003324788,0.01757743,0.001569714,0.00003049408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847587,0.002822237,0.04038308,0.002123838,0.0003535728,0.000188738,0.0002719897,0.000317517,0.0687804],"genre_scores_gemma":[0.9788414,0.0009815029,0.01030626,0.0003480331,0.00007190796,0.0001188319,0.0001343402,0.0001195743,0.009078222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006455316,"threshold_uncertainty_score":0.01409632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04173793421022848,"score_gpt":0.2608090014082035,"score_spread":0.219071067197975,"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."}}