{"id":"W2899520274","doi":"10.1007/s13205-018-1494-6","title":"Orthogonal test design for optimization of the extraction of essential oil from Asarum heterotropoides var. Mandshuricum and evaluation of its antibacterial activity against periodontal pathogens","year":2018,"lang":"en","type":"article","venue":"3 Biotech","topic":"Nephrotoxicity and Medicinal Plants","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Essential oil; Dental alveolus; Chemistry; In vivo; Extraction (chemistry); Resorption; Bone resorption; Chromatography; Minimum inhibitory concentration; Pharmacology; Traditional medicine; In vitro; Biochemistry; Medicine; Dentistry; Biology; Internal medicine; Biotechnology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005741068,0.0001081089,0.0002700092,0.00007200571,0.00007212481,0.000005800587,0.00005442772,0.0001647092,0.0000379],"category_scores_gemma":[0.0004312402,0.00007942488,0.00007157827,0.0001182861,0.0001532027,0.0001039057,0.00002702724,0.00008600881,3.660037e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003212455,"about_ca_system_score_gemma":0.0001499095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003429453,"about_ca_topic_score_gemma":0.00002601196,"domain_scores_codex":[0.9989158,0.0001103495,0.0002702646,0.0001823859,0.0004078069,0.0001134166],"domain_scores_gemma":[0.9989591,0.0001355904,0.0003322661,0.0001571562,0.000375523,0.00004033791],"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":[0.001339513,0.0002522904,0.001383299,0.0001345668,0.00005194875,6.061346e-7,0.0001304467,0.0001355881,0.9875655,0.000003862334,0.00001554077,0.008986791],"study_design_scores_gemma":[0.002080013,0.0007221683,0.05334101,0.0002622519,0.0003224512,0.00001360522,0.00005337396,0.02177316,0.9213349,0.000008517568,0.00002387579,0.00006466041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875188,0.00004662578,0.01106611,0.0001139811,0.000280798,0.0006674252,0.0002423844,0.000008686037,0.00005519484],"genre_scores_gemma":[0.9953371,0.00008804283,0.004171184,0.00002089865,0.0002853677,0.00001390319,0.0000580916,0.00001058123,0.00001484906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06623062,"threshold_uncertainty_score":0.3238853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03566564187857591,"score_gpt":0.302629283517084,"score_spread":0.2669636416385081,"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."}}