{"id":"W2907227581","doi":"","title":"Degradation study of magnesium alloys for development of resorbable bone fixation products","year":2018,"lang":"en","type":"article","venue":"Ulster University Research Portal (Ulster University)","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Magnesium; Degradation (telecommunications); Fixation (population genetics); Materials science; Metallurgy; Chemistry; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007634385,0.0001242768,0.000225692,0.000499732,0.0005071162,0.00003252028,0.0005189086,0.00007256994,0.0004357969],"category_scores_gemma":[0.00004029643,0.0001307098,0.00003884721,0.0007202423,0.0003143563,0.0005178415,0.0003925037,0.00007649009,0.00003349781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009394692,"about_ca_system_score_gemma":0.0002531162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003842719,"about_ca_topic_score_gemma":0.0006605982,"domain_scores_codex":[0.9982866,0.0001932611,0.0002652186,0.000440207,0.0004766371,0.0003380907],"domain_scores_gemma":[0.9979661,0.00005188442,0.0002123748,0.0004262224,0.001251526,0.00009192551],"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":[0.001582979,0.001088929,0.001593656,0.0003727818,0.00004178243,0.00002021529,0.005555178,0.000009793804,0.9841745,0.002739203,0.001740998,0.001079973],"study_design_scores_gemma":[0.003534046,0.002226421,0.004778059,0.00008569105,0.00009699207,0.000003397049,0.03064311,0.0001680674,0.8315812,0.00007169776,0.1263718,0.0004395482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913695,0.000004156159,0.001195395,0.0001189449,0.00009756851,0.001190218,0.00004729236,0.00003099939,0.005945853],"genre_scores_gemma":[0.9767012,0.000002326983,0.002784463,0.000004313331,0.00005069761,0.000001601464,0.0000355632,0.00001120821,0.02040864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1525933,"threshold_uncertainty_score":0.5330191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08340893755351188,"score_gpt":0.2890182164841204,"score_spread":0.2056092789306085,"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."}}