{"id":"W4408291138","doi":"10.59671/zo0ox","title":"Optimizing Pulp Protection : A Systematic Review of Pulp capping agents and their Properties","year":2025,"lang":"en","type":"review","venue":"Interciencia","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulp (tooth); Pulp and paper industry; Environmental science; Biochemical engineering; Engineering; Medicine; Dentistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002832362,0.0003199288,0.001606702,0.0001105176,0.00003282385,0.000035507,0.0002788828,0.0001453234,0.000004150711],"category_scores_gemma":[0.0001600447,0.0002093897,0.0002437642,0.0002658585,0.00003075087,0.00007070709,0.00009773441,0.0002474444,0.000004903831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306509,"about_ca_system_score_gemma":0.0000684685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004358642,"about_ca_topic_score_gemma":5.998859e-7,"domain_scores_codex":[0.9986992,0.0000547241,0.0007383636,0.0002160499,0.0001147602,0.0001769138],"domain_scores_gemma":[0.9993843,0.00003000025,0.0001838387,0.0003070177,0.00005442127,0.00004040734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[9.576996e-8,0.000004241779,1.48637e-8,0.9808041,0.0000900349,9.976839e-7,0.0002146179,6.572124e-7,0.00007023341,7.667974e-7,0.0001527914,0.01866146],"study_design_scores_gemma":[0.0000210284,0.000008066225,8.193239e-9,0.9887482,0.0003997223,0.00003632875,0.0000783451,0.0001746893,0.001636224,0.00000152958,0.00870685,0.0001890274],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005454943,0.9964253,0.0001361116,0.000002959612,0.0001592559,0.001582688,0.00001027527,0.0001022785,0.001575669],"genre_scores_gemma":[0.0006307195,0.9984758,0.00004505455,0.00001755198,0.00002728356,0.0005402702,0.00000529405,0.00002632266,0.0002316336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01847243,"threshold_uncertainty_score":0.8538666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04343502137230836,"score_gpt":0.2558316347869766,"score_spread":0.2123966134146683,"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."}}