{"id":"W3112825810","doi":"10.1016/j.actbio.2020.12.001","title":"Functional fillers for dental resin composites","year":2020,"lang":"en","type":"review","venue":"Acta Biomaterialia","topic":"Dental materials and restorations","field":"Dentistry","cited_by":129,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; National Key Research and Development Program of China; China Scholarship Council; National Natural Science Foundation of China; Government of Canada; Centre québécois sur les matériaux fonctionnels","keywords":"Materials science; Composite material; Whisker; Filler (materials)","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009693142,0.0004593015,0.001201501,0.0001156795,0.0002328514,0.0005418962,0.0003610553,0.0003982101,0.001983187],"category_scores_gemma":[0.00003939194,0.0003711684,0.0005247244,0.0001600748,0.00008082082,0.0001351489,0.00018108,0.0000644695,0.002375857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299245,"about_ca_system_score_gemma":0.0001165517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003868615,"about_ca_topic_score_gemma":0.0000188522,"domain_scores_codex":[0.9981041,0.0001315274,0.0007367382,0.0005073562,0.0002303589,0.0002899352],"domain_scores_gemma":[0.9990274,0.00007106273,0.0004124264,0.0003107777,0.00004305507,0.0001352387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002479229,0.0002287194,0.000006082863,0.0225986,0.001086654,0.0002452824,0.00003598811,1.063751e-7,0.06767465,0.0009207119,0.8647171,0.04223818],"study_design_scores_gemma":[0.0003360005,0.00005791417,0.0000248891,0.001368992,0.0004289789,0.0002510723,0.00001080704,0.000001017462,0.001093842,0.00002287568,0.9959935,0.0004101048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000958309,0.9586047,0.00003956584,0.00006835159,0.03044483,0.001512094,0.007893732,0.0002689952,0.0002094214],"genre_scores_gemma":[0.0007882622,0.9767357,0.000518376,0.00006357872,0.00333776,0.0004857087,0.01490758,0.000186938,0.002976109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1312764,"threshold_uncertainty_score":0.9998741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07017105901698331,"score_gpt":0.3350623999472685,"score_spread":0.2648913409302852,"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."}}