{"id":"W4312139054","doi":"10.3390/molecules27248803","title":"Microwave- and Ultrasound-Assisted Extraction of Cannabinoids and Terpenes from Cannabis Using Response Surface Methodology","year":2022,"lang":"en","type":"article","venue":"Molecules","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Extraction (chemistry); Chromatography; Solvent; Terpene; Ultrasound; Chemistry; Yield (engineering); Gas chromatography–mass spectrometry; Response surface methodology; Materials science; Mass spectrometry; Biochemistry; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008128936,0.0006943118,0.0006692599,0.0006411692,0.0002365859,0.0004391962,0.000407126,0.0004648491,0.000782145],"category_scores_gemma":[0.0008098932,0.0003035094,0.001104715,0.0009099013,0.0004164534,0.0003815421,0.0003483001,0.0005159461,0.0004924977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003392296,"about_ca_system_score_gemma":0.0004367012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007954532,"about_ca_topic_score_gemma":0.001657131,"domain_scores_codex":[0.999278,0.0001254095,0.00006135769,0.0001518017,0.0003205545,0.00006289655],"domain_scores_gemma":[0.9997039,0.0001030735,0.00007304014,0.00002317553,0.00008304426,0.00001370837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000860377,0.0000376006,0.0002035925,0.0004031356,0.00003152979,0.00003105115,0.00002425965,0.0004513389,0.9890535,0.0000970745,0.00003750523,0.009543381],"study_design_scores_gemma":[0.00002109227,0.0005918574,0.003159815,0.00002730066,0.00009118053,0.0001477872,0.00004900985,0.005456042,0.9872733,0.000140136,0.003005086,0.0000372795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8491353,0.01279466,0.1332234,0.0002659411,0.0001175847,0.0004703173,0.0005375632,0.0003667382,0.003088456],"genre_scores_gemma":[0.8117983,0.01270062,0.1680363,0.0002966821,0.0000591241,0.000708677,0.0008262863,0.000114881,0.005459116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008128936,"threshold_uncertainty_score":0.004298985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04752466973090553,"score_gpt":0.3433327288411078,"score_spread":0.2958080591102023,"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."}}