{"id":"W4405745827","doi":"10.1016/j.ijadhadh.2024.103926","title":"Can bioactive glasses compensate for polymer degradation in adhesive systems and reduce dentin permeability over time?","year":2024,"lang":"en","type":"article","venue":"International Journal of Adhesion and Adhesives","topic":"Dental materials and restorations","field":"Dentistry","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Adhesive; Materials science; Degradation (telecommunications); Dentin; Polymer; Composite material; Permeability (electromagnetism); Polymer degradation; Chemistry; Membrane","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":[0.0002591424,0.0001318926,0.000223972,0.0002772659,0.00005985266,0.0004107405,0.0001263293,0.00007191754,0.00008674325],"category_scores_gemma":[0.0001523145,0.00010421,0.00008445444,0.00007148065,0.00008694973,0.000436986,0.00004762619,0.0001058137,0.00001065469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009290193,"about_ca_system_score_gemma":0.00008034804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001367556,"about_ca_topic_score_gemma":0.0000613196,"domain_scores_codex":[0.9988399,0.00009711949,0.0004739847,0.000196459,0.0002797197,0.0001127901],"domain_scores_gemma":[0.9990671,0.0003542263,0.0002194146,0.0000582738,0.0002227505,0.00007821405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000728931,0.0002289366,0.0184469,0.0002029612,0.0003370064,0.0003246168,0.0008439026,0.00001483971,0.9654229,0.008595052,0.001964118,0.002889782],"study_design_scores_gemma":[0.004460933,0.0007653173,0.5622813,0.003052672,0.000236526,0.003002253,0.004493795,0.004268759,0.4043761,0.004864018,0.007407452,0.0007909519],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938605,0.002796196,0.00002805892,0.0009633231,0.001920767,0.0001835374,0.0001412116,0.00001111991,0.00009525356],"genre_scores_gemma":[0.9978861,0.0003325621,0.00007838415,0.00003495258,0.0003102603,0.000008909597,0.00002184323,0.00001449583,0.00131247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5610469,"threshold_uncertainty_score":0.4249558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957813116130245,"score_gpt":0.3165840618732054,"score_spread":0.2970059307119029,"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."}}