{"id":"W2288031547","doi":"10.1016/j.dental.2016.01.012","title":"Evidence of a complex species controlling the setting reaction of glass ionomer cements","year":2016,"lang":"en","type":"article","venue":"Dental Materials","topic":"Dental materials and restorations","field":"Dentistry","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Atlantic Canada Opportunities Agency","keywords":"Glass ionomer cement; Materials science; Rheology; Cement; Flexural strength; Fourier transform infrared spectroscopy; Composite material; Dental cement; Nuclear chemistry; Chemical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004176325,0.0001083604,0.0002691714,0.00004397106,0.00008924365,0.00005994302,0.0001941539,0.00004626649,0.001430114],"category_scores_gemma":[0.0001159062,0.00006011972,0.00006494977,0.00005914821,0.0001399052,0.0002503852,0.0001028242,0.00001846418,0.0001743725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004524057,"about_ca_system_score_gemma":0.00001267491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001863081,"about_ca_topic_score_gemma":0.00003664357,"domain_scores_codex":[0.9987209,0.000147651,0.0005887543,0.0001458091,0.000254424,0.0001424456],"domain_scores_gemma":[0.9990228,0.0001611797,0.0004873165,0.0002301381,0.00007319097,0.00002538281],"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":[0.0001627113,0.00003897971,0.003562955,0.00005970168,0.00003557415,0.000003364139,0.00005702462,7.806261e-7,0.9949196,0.0007729089,0.0002243702,0.0001620497],"study_design_scores_gemma":[0.0004866662,0.00004412337,0.1568208,0.0003773988,0.00002634202,0.00002195979,0.000240966,0.000001295917,0.8413656,0.0000973975,0.0004452376,0.00007223298],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969398,0.00007017147,0.0001084883,0.0001097849,0.001929634,0.0002705573,0.0002463102,0.00001921948,0.0003059815],"genre_scores_gemma":[0.9990911,0.00005338561,0.00006826546,0.00002399285,0.0002016925,0.00002005081,0.00001414957,0.0000127844,0.0005145852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.153554,"threshold_uncertainty_score":0.9994827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06530975828510163,"score_gpt":0.304244041982085,"score_spread":0.2389342836969834,"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."}}