{"id":"W2070416332","doi":"10.1002/adma.200602276","title":"Nanostructuring of a Titanium Material by High‐Pressure Torsion Improves Pre‐Osteoblast Attachment","year":2007,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Surface Treatment and Residual Stress","field":"Engineering","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Russian Foundation for Basic Research","keywords":"Materials science; Titanium; Osteoblast; Nanostructure; Titanium oxide; Torsion (gastropod); Oxide; Nanotechnology; Substrate (aquarium); Chemical engineering; Metallurgy","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":[0.0001194614,0.0002297397,0.0003112209,0.00004377618,0.00004520287,0.00003106401,0.0001254816,0.0001135643,0.0004009583],"category_scores_gemma":[0.00000845979,0.0001936788,0.00003456239,0.00005619421,0.00003148529,0.0001716175,0.00005286161,0.00003676653,0.00001018073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005605746,"about_ca_system_score_gemma":0.000004871062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007192435,"about_ca_topic_score_gemma":0.000008017273,"domain_scores_codex":[0.9988634,0.00001584139,0.0003769816,0.0001929774,0.0002151081,0.000335683],"domain_scores_gemma":[0.999576,0.00002617475,0.00008918127,0.0002075001,0.00003533514,0.00006574795],"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":[0.0002024979,0.00001963482,0.00005130515,0.0001543845,0.00007179173,0.000004225963,0.00006960855,0.0005983536,0.9972985,0.00002776392,0.0003141115,0.001187763],"study_design_scores_gemma":[0.0006126578,0.0001052666,0.002961081,0.00006236327,0.00003891738,0.00000235215,0.00003988391,0.000002850102,0.9935405,0.00005836126,0.002377203,0.0001985824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960225,0.0003438198,0.00009487852,0.000004890801,0.00236283,0.0003045294,0.0003473402,0.0002073343,0.0003118364],"genre_scores_gemma":[0.9976887,0.00008912437,0.001709183,0.000004172435,0.0001268838,0.00002121579,0.00007871632,0.00004631902,0.0002356461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003758079,"threshold_uncertainty_score":0.7897995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002315665660634161,"score_gpt":0.2081803880390884,"score_spread":0.2058647223784542,"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."}}