{"id":"W2111854406","doi":"10.3390/ma3021228","title":"Review: Resin Composite Filling","year":2010,"lang":"en","type":"article","venue":"Materials","topic":"Dental materials and restorations","field":"Dentistry","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Shrinkage; Amalgam (chemistry); Materials science; Resin composite; Composite number; Composite material; Enamel paint; Polishing; Dentistry; Medicine; Chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003004062,0.0001004655,0.0002146811,0.00002543878,0.0001115319,0.0001825369,0.0001559761,0.00007121833,0.007869148],"category_scores_gemma":[0.00005782341,0.00008206463,0.00003606873,0.00005121742,0.00003552508,0.00009860723,0.00006336556,0.00005985719,0.00368555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007839776,"about_ca_system_score_gemma":0.000009570472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009179336,"about_ca_topic_score_gemma":0.00004678917,"domain_scores_codex":[0.9992081,0.00006376675,0.0003145511,0.0001557014,0.0001096915,0.0001482209],"domain_scores_gemma":[0.9994887,0.0000180154,0.0001037723,0.0002998384,0.00003904782,0.00005069604],"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":[0.000008144762,0.00001901063,0.00008222603,0.0001962052,0.000005434623,0.00002016197,0.00000662647,1.689039e-7,0.9705558,0.0005621423,0.0284628,0.00008123479],"study_design_scores_gemma":[0.0001639445,0.000009830866,0.007244562,0.0003491403,0.00001883335,0.00009919044,0.000003294571,5.429594e-7,0.7849517,0.0002527896,0.206755,0.0001511766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890803,0.0007372305,0.00001169446,0.000200335,0.007067866,0.0002033811,0.0001499286,0.00009789148,0.002451413],"genre_scores_gemma":[0.9947477,0.0005386161,0.0008345529,0.0008890504,0.0007143058,0.0000331643,0.0001554216,0.00002724417,0.002059941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1856042,"threshold_uncertainty_score":0.9970902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158097602039203,"score_gpt":0.2905491168364244,"score_spread":0.2747393566325042,"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."}}