{"id":"W2963333618","doi":"","title":"Use of inherent SHS switchability for purification","year":2019,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Intermetallics and Advanced Alloy Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Computer science","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":[0.0003778291,0.00025496,0.0002321605,0.0002546248,0.000441291,0.0006555829,0.0003617304,0.0002956133,0.004133723],"category_scores_gemma":[0.0005387266,0.000180484,0.0002072377,0.0002624079,0.0005636407,0.0008585418,0.0006550936,0.0006310145,0.000855442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000435419,"about_ca_system_score_gemma":0.0002762464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003276899,"about_ca_topic_score_gemma":0.0008620457,"domain_scores_codex":[0.9996903,0.00003526251,0.0000196806,0.00007919497,0.000125947,0.00004958434],"domain_scores_gemma":[0.999529,0.0001284379,0.00006008024,0.0001581361,0.00009605519,0.00002832554],"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":[0.00009617454,0.00004084098,0.0007565092,0.00008323975,0.00001017328,0.00005581597,0.00009307103,0.0002342558,0.9736792,0.008075756,0.0007152574,0.01615956],"study_design_scores_gemma":[0.000005777041,0.00004727049,0.0004318159,0.000002135849,0.000005236686,0.00007151101,0.00001658393,0.002039948,0.9913118,0.00051945,0.005545259,0.000003319602],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.811564,0.0006589884,0.1392468,0.0009937607,0.0004180101,0.0001051653,0.0003358854,0.002969376,0.04370803],"genre_scores_gemma":[0.9807249,0.0001290107,0.01114452,0.0002158369,0.00004499357,0.00001926008,0.0001114393,0.0001186014,0.007491377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004133723,"threshold_uncertainty_score":0.01382869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372972121650599,"score_gpt":0.3263941417606298,"score_spread":0.1890969295955699,"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."}}