{"id":"W4402780064","doi":"10.18502/fid.v21i35.16473","title":"In Vitro Effects of Sof-Lex, Eve, and Astropol Polishing Systems on Composite Resin Surface Roughness After Aging","year":2024,"lang":"en","type":"article","venue":"Frontiers in Dentistry","topic":"Dental materials and restorations","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polishing; Profilometer; Surface roughness; Composite number; Materials science; Composite material; Surface finish","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":[0.0008899133,0.0005385905,0.0004788091,0.0002782872,0.0002297031,0.0002640203,0.0001592187,0.0003028723,0.001124919],"category_scores_gemma":[0.001188234,0.0003216919,0.0005459649,0.0001982269,0.0002665655,0.0003263384,0.000248637,0.0004444683,0.0001586092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605675,"about_ca_system_score_gemma":0.0002011817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007911741,"about_ca_topic_score_gemma":0.001572138,"domain_scores_codex":[0.9993826,0.0001700769,0.0001045819,0.00009126761,0.0001549661,0.00009638043],"domain_scores_gemma":[0.9986843,0.0005493963,0.0003024175,0.0001455067,0.0002487312,0.00006966011],"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":[0.003622053,0.0006405662,0.004126288,0.0004110154,0.00005892352,0.0001222428,0.0003724832,0.000379247,0.979389,0.00003505899,0.00005671123,0.01078647],"study_design_scores_gemma":[0.00008590234,0.02265029,0.05342356,0.00004181658,0.000353776,0.0002872492,0.0003704471,0.001285491,0.9201127,0.00004892066,0.001308057,0.00003180752],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973083,0.001952937,0.0003477486,0.000009371644,0.00001930901,0.00002438325,0.00004582184,0.000007186283,0.0002850807],"genre_scores_gemma":[0.996561,0.001230361,0.001545801,0.00002735745,0.00002015789,0.00003252051,0.00009420116,0.000007146779,0.0004814205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001124919,"threshold_uncertainty_score":0.004706383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005380514122459048,"score_gpt":0.2527557815288052,"score_spread":0.2473752674063462,"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."}}