{"id":"W2897193800","doi":"10.1080/13880209.2018.1501583","title":"<i>Echinacea</i> biotechnology: advances, commercialization and future considerations","year":2018,"lang":"en","type":"review","venue":"Pharmaceutical Biology","topic":"Herbal Medicine Research Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Echinacea (animal); Commercialization; Context (archaeology); Biotechnology; Traditional medicine; Biology; Medicine; Business; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004445426,0.0004904278,0.0004850837,0.001245238,0.0002347816,0.001121135,0.0004360126,0.0008779496,0.005149051],"category_scores_gemma":[0.0005248509,0.000108662,0.0003235938,0.001673827,0.0003391915,0.001483623,0.0005309233,0.00103382,0.00232775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004427941,"about_ca_system_score_gemma":0.0009771601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000591316,"about_ca_topic_score_gemma":0.00090351,"domain_scores_codex":[0.9997855,0.00002881274,0.00002834746,0.00004072484,0.00008859642,0.00002803158],"domain_scores_gemma":[0.9996903,0.0001040635,0.00006183465,0.00001177208,0.0001010726,0.00003103127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007859182,0.00006498909,0.0002741194,0.02368937,0.00005306795,0.0003317604,0.00009482297,0.0003118441,0.01603441,0.01183991,0.03521371,0.9120134],"study_design_scores_gemma":[0.000004251586,0.00007275049,0.0005885152,0.002618975,0.00003834614,0.000756198,0.00007520823,0.00007071166,0.002378702,0.002255362,0.9911294,0.0000115063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005188142,0.9928722,0.0003839472,0.001014557,0.0004944501,0.000006233041,0.00004379426,0.00001806558,0.004647984],"genre_scores_gemma":[0.003686457,0.9920515,0.000570629,0.000631859,0.0004847087,0.00000956201,0.00008803466,0.000004800099,0.002472524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005149051,"threshold_uncertainty_score":0.01722527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1386807214076736,"score_gpt":0.5079086158117331,"score_spread":0.3692278944040595,"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."}}