{"id":"W1519733209","doi":"10.1111/j.1365-2818.2009.03345.x","title":"Regularized phase tomography enables study of mineralized and unmineralized tissue in porous bone scaffold","year":2010,"lang":"en","type":"article","venue":"Journal of Microscopy","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Tomography; Materials science; Scaffold; Biomedical engineering; X-ray microtomography; Matrix (chemical analysis); Bone matrix; Mineralization (soil science); Porosity; Chemistry; Anatomy; Composite material; Radiology; Medicine; Cartilage","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":[0.0004558681,0.0002021993,0.000640057,0.0003832084,0.00004241922,0.00005017969,0.0002118883,0.00004875831,0.00006982391],"category_scores_gemma":[0.00002136696,0.0001744702,0.00008834398,0.0002753953,0.0001113656,0.0003194507,0.00005928217,0.0003505396,3.501697e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001044326,"about_ca_system_score_gemma":0.00004599139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003186118,"about_ca_topic_score_gemma":0.00003330922,"domain_scores_codex":[0.9985555,0.00007988631,0.0007687167,0.0001769072,0.0001942945,0.000224723],"domain_scores_gemma":[0.9987057,0.00006041815,0.0006955495,0.0002653529,0.0001794031,0.00009361816],"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":[0.000394382,0.001525813,0.02513204,0.00001336866,0.00006184389,0.00002853607,0.0005705164,0.000003038857,0.9686373,0.0001539785,0.0005205378,0.002958603],"study_design_scores_gemma":[0.02561074,0.001575981,0.002786999,0.0001785721,0.0001513376,0.00006459765,0.001141811,0.00003160272,0.9576046,0.006661734,0.003808343,0.0003836724],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972493,0.0002390738,0.001786963,0.0001212431,0.000148089,0.000333208,0.00001240255,0.00001572317,0.00009399273],"genre_scores_gemma":[0.91707,0.00001195435,0.08265077,0.00001924248,0.0001156058,0.000007746636,0.0000032505,0.00002474072,0.00009665624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08086381,"threshold_uncertainty_score":0.7114689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006692653347570908,"score_gpt":0.3186295035267376,"score_spread":0.3119368501791667,"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."}}