{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003439439,0.0004148408,0.0004882854,0.0002062346,0.0002922049,0.0005190592,0.0001320373,0.0003616002,0.001012805],"category_scores_gemma":[0.001427562,0.0003130414,0.0003486824,0.0001480458,0.0002345863,0.0002903778,0.0003875838,0.0003959155,0.0002352924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001197596,"about_ca_system_score_gemma":0.0001548788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349671,"about_ca_topic_score_gemma":0.001365077,"domain_scores_codex":[0.9994019,0.0001795476,0.00004068159,0.00004770342,0.0002346059,0.00009564374],"domain_scores_gemma":[0.99918,0.000366604,0.0001398487,0.00005049063,0.000184898,0.00007822103],"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":[0.0004227047,0.000101239,0.005411012,0.00009200171,0.00002615243,0.00008116273,0.0001402132,0.0001030359,0.9891349,0.00001471455,0.000031166,0.004441561],"study_design_scores_gemma":[0.00002230876,0.004629032,0.2149355,0.0000236826,0.0001183349,0.0004885561,0.0005869957,0.001148908,0.7768471,0.00004461686,0.00112447,0.00003046247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991518,0.0003762307,0.0001747049,0.00001485834,0.000005207886,0.00000829705,0.00002009625,0.000003441054,0.0002453237],"genre_scores_gemma":[0.9985215,0.0003293931,0.0006879643,0.00002462033,0.000009003033,0.00001152356,0.0000656318,0.000006368399,0.0003439531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001349671,"threshold_uncertainty_score":0.003388166,"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."}}