{"id":"W2052731628","doi":"10.4012/dmj.26.915","title":"Effect of Surface Characteristics on Adherence of S. mutans Biofilms to Indirect Resin Composites","year":2007,"lang":"en","type":"article","venue":"Dental Materials Journal","topic":"Dental materials and restorations","field":"Dentistry","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Japan Society for the Promotion of Science; University at Buffalo; Tokyo Medical and Dental University","keywords":"Materials science; Biofilm; Composite material; Surface roughness; Composite number; Streptococcus mutans; Diamond; Surface finish; Silicon carbide; Sonication; Filler (materials); Resin composite; Chemical engineering; Bacteria","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":[0.001317182,0.0002092232,0.0005696045,0.0001562022,0.0001157664,0.0001463077,0.0002917429,0.000117888,0.0007533893],"category_scores_gemma":[0.0001210612,0.0001648958,0.0001009116,0.0001735864,0.00008637844,0.0001149242,0.00008596877,0.0001123155,0.0002472948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006410083,"about_ca_system_score_gemma":0.0000218351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007919329,"about_ca_topic_score_gemma":0.00002020163,"domain_scores_codex":[0.9979169,0.0002731188,0.0009189015,0.0001703402,0.0004416355,0.0002791194],"domain_scores_gemma":[0.9987611,0.0001801161,0.0005984992,0.0002028961,0.00009515576,0.0001622598],"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":[0.001548477,0.0001356885,0.01507456,0.0001152995,0.00004393415,0.0002253011,0.00009783232,0.000007589777,0.9821929,0.00004614346,0.0001907449,0.0003215592],"study_design_scores_gemma":[0.0005461114,0.001341239,0.1302029,0.0002658793,0.00003276925,0.0005142631,0.00004517066,5.805077e-7,0.8668532,0.000007857625,0.00005695003,0.0001331311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943817,0.00003217215,0.00004405144,0.000009572056,0.004429358,0.000274929,0.0005800693,0.00002115211,0.0002269478],"genre_scores_gemma":[0.9992226,0.00001594824,0.0003066949,0.00002394967,0.0002542559,0.00000185521,0.00004307171,0.00002812477,0.0001034599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1153397,"threshold_uncertainty_score":0.8249084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151591304907105,"score_gpt":0.2964823630518292,"score_spread":0.2849664500027581,"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."}}