{"id":"W7043875680","doi":"","title":"Time-varying concentration-dependent interdiffusion coefficient in the Cu-Ni system","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Diffusion; Isothermal process; Work (physics); Function (biology); Effective diffusion coefficient; Stress (linguistics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001842883,0.0001963539,0.0002751961,0.0001512639,0.0001441763,0.00003742904,0.0004092443,0.0002292723,0.00001224134],"category_scores_gemma":[0.000005846094,0.0002036649,0.00009432431,0.0003014187,0.00002507758,0.00007960659,0.00003401601,0.0003524251,0.0002011068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002159126,"about_ca_system_score_gemma":0.00002935886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006813115,"about_ca_topic_score_gemma":0.09881694,"domain_scores_codex":[0.999023,0.00006439341,0.0001342405,0.0002098174,0.0003584869,0.0002101023],"domain_scores_gemma":[0.999516,0.00005410925,0.00008313319,0.0002498008,0.00005968266,0.00003725209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.001444446,0.001198045,0.01427358,0.02116833,0.002374649,0.00537969,0.2150634,0.3016624,0.1770209,0.008085251,0.2409932,0.01133609],"study_design_scores_gemma":[0.002492148,0.0002081296,0.1022664,0.003987445,0.0004514063,0.00002510065,0.6646535,0.2182913,0.0011747,0.00001484871,0.004975186,0.001459771],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870247,0.0002097965,0.0001288327,0.00008246619,0.0009075723,0.0003796318,0.0000249493,0.0002285506,0.01101351],"genre_scores_gemma":[0.9978411,0.00009822113,0.00003409848,0.000006667584,0.00005827271,0.000001269609,0.0003907514,0.00003437541,0.001535292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4495901,"threshold_uncertainty_score":0.9176273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006265143545126996,"score_gpt":0.1823761599044204,"score_spread":0.1761110163592934,"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."}}