{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004042098,0.0004117022,0.001829708,0.0002828402,0.0002241259,0.00001205655,0.0001073263,0.0007989598,0.0002993011],"category_scores_gemma":[0.001892121,0.0002759659,0.0001571764,0.0003825937,0.001726605,0.00004223221,0.0002613594,0.001093084,0.0001292452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035303,"about_ca_system_score_gemma":0.0002836922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003698857,"about_ca_topic_score_gemma":0.000003850164,"domain_scores_codex":[0.9978041,0.0003849804,0.0005476776,0.0005975753,0.0001424693,0.000523184],"domain_scores_gemma":[0.9980177,0.001061422,0.000132581,0.0003312764,0.000145113,0.0003119457],"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":[0.00001715432,0.00006932024,0.00002654542,0.006513804,0.0002740255,0.00003821121,0.00001525818,8.962235e-10,0.0000125278,0.01077111,0.00956268,0.9726993],"study_design_scores_gemma":[0.0005764616,0.0003678015,0.000002114037,0.002122088,0.001097653,0.0005577082,0.00001756281,0.000007044403,0.00002589052,0.0005233973,0.9944849,0.0002173934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001898193,0.9802704,0.0001303872,0.01563676,0.0005680261,0.001290784,0.00008957459,0.0001656319,0.001846528],"genre_scores_gemma":[0.00001680263,0.9949489,0.000753528,0.001673146,0.002149975,0.0001311269,0.0002406223,0.00003877698,0.00004716359],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9849222,"threshold_uncertainty_score":0.9999692,"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."}}