{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003947128,0.0002973225,0.000426517,0.0003198845,0.0001922845,0.0003372937,0.0002724893,0.00040146,0.00101931],"category_scores_gemma":[0.0004975589,0.000197571,0.0003486927,0.0003144652,0.0001857282,0.0002282658,0.00012062,0.0002012913,0.0003769076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000331128,"about_ca_system_score_gemma":0.0002598798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002270062,"about_ca_topic_score_gemma":0.003123552,"domain_scores_codex":[0.999632,0.00007859051,0.00003675491,0.00004936526,0.0001337363,0.00006965151],"domain_scores_gemma":[0.9997177,0.00005805166,0.00007387499,0.0000171306,0.0001128305,0.00002035994],"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":[0.0004207579,0.00003240016,0.0005365018,0.0001384968,0.00001252444,0.00009280769,0.0001008912,0.0002297547,0.9946734,0.00004262618,0.00003843895,0.003681383],"study_design_scores_gemma":[0.000007483955,0.0007789775,0.003074406,0.00001188896,0.00002774958,0.0001131204,0.0000812576,0.0009853465,0.9933603,0.00001192539,0.001540935,0.000006687578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930558,0.004094919,0.001219911,0.00002136039,0.00001577714,0.00002329229,0.0001182487,0.00001468723,0.001436123],"genre_scores_gemma":[0.995123,0.001155339,0.001128374,0.00001341934,0.000005225754,0.00001146612,0.0001481649,0.00001482113,0.002400254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002270062,"threshold_uncertainty_score":0.004513681,"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."}}