{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008972511,0.0001673613,0.0003901752,0.0001800816,0.0002257554,0.00002633656,0.00008079679,0.00008630842,0.0001967067],"category_scores_gemma":[0.0003920415,0.0001651886,0.00006996007,0.0002622027,0.000272422,0.00005084622,0.0001714202,0.0002981592,4.161867e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001499789,"about_ca_system_score_gemma":0.0003091711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007962348,"about_ca_topic_score_gemma":0.0002547989,"domain_scores_codex":[0.9978337,0.0008643777,0.0002926109,0.0003999592,0.0003283103,0.0002810779],"domain_scores_gemma":[0.9991978,0.0001219646,0.0001202816,0.0002732154,0.0001264821,0.0001602321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002480655,0.00008836028,0.00823966,0.00005810017,0.00007269612,0.0001017091,0.0006994055,0.00004867351,0.9813003,0.00003113441,0.003937432,0.002941876],"study_design_scores_gemma":[0.001824313,0.0008101461,0.4933026,0.00003904125,0.0001941129,0.001644088,0.003106036,0.0004609418,0.4757585,0.0002203774,0.02235215,0.000287711],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908545,0.003129032,0.0004685952,0.004930797,0.000105888,0.0002959588,0.0001360579,0.00002316029,0.00005601383],"genre_scores_gemma":[0.9896983,0.00006637377,0.006972595,0.0002519136,0.00003170373,0.00002550564,0.00003554648,0.00003489828,0.002883168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5055418,"threshold_uncertainty_score":0.9986437,"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."}}