{"id":"W2951478400","doi":"10.1002/chin.201213269","title":"ChemInform Abstract: Recent Advances in the Development of Dental Composite Resins.","year":2012,"lang":"en","type":"article","venue":"ChemInform","topic":"Dendrimers and Hyperbranched Polymers","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Chemistry; Composite number; Nanotechnology; Polymer science; Composite material","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":[],"category_scores_codex":[0.0004790769,0.000129193,0.0001665333,0.00004358189,0.00007356819,0.0000253718,0.0003352053,0.00005793167,0.001079824],"category_scores_gemma":[0.00001663839,0.00008990758,0.00003778101,0.0001433842,0.00009518526,0.0006298861,0.00006238293,0.00009284541,0.0001365699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006942613,"about_ca_system_score_gemma":0.0000610539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007269975,"about_ca_topic_score_gemma":0.00003355213,"domain_scores_codex":[0.9987965,1.268127e-7,0.000423814,0.00009349074,0.000319966,0.0003660878],"domain_scores_gemma":[0.9995037,0.00004300465,0.0001599493,0.0001954445,0.00002510711,0.00007282748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007068046,0.0001740597,0.001767567,0.0001371362,0.000007085974,0.000001285009,0.02140633,2.256348e-7,0.176191,0.0001797104,0.002413598,0.7976514],"study_design_scores_gemma":[0.000198723,0.000005203116,0.007836699,0.00002719552,0.000004326079,0.00000700427,0.001513996,1.316387e-7,0.7617196,0.000004478039,0.2285805,0.0001021408],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.359289,0.002713328,1.651658e-7,0.00002785478,0.0002308055,0.0001037438,0.000004937428,0.00001305762,0.6376171],"genre_scores_gemma":[0.9984228,0.0001565495,0.0002579385,0.0001186135,0.00007125117,0.00002093072,0.00002336052,0.000007833166,0.00092074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7975492,"threshold_uncertainty_score":0.9998333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804216059373026,"score_gpt":0.2663822488031056,"score_spread":0.2483400882093753,"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."}}