{"id":"W6980416583","doi":"","title":"Campaign manufacturing of highly active pr sensitising ingredients: a comparison between the GMPs of various regulatory agencies","year":2019,"lang":"en","type":"article","venue":"Unicam Scientific Publications (University of Camerino)","topic":"Pharmacological Effects of Medicinal Plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Harmonization; Order (exchange); Certification","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008102306,0.0001301123,0.0005233134,0.0005155128,0.0002211426,0.00001554671,0.0005942719,0.00009333067,0.0001549138],"category_scores_gemma":[0.0001997121,0.0001136663,0.0001381703,0.0008120371,0.001366704,0.0003040678,0.000275315,0.0002806837,0.00001951262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001523734,"about_ca_system_score_gemma":0.0002877318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001985795,"about_ca_topic_score_gemma":0.00001614306,"domain_scores_codex":[0.9982446,0.0001429902,0.0003189144,0.000352671,0.0006918169,0.0002489465],"domain_scores_gemma":[0.9973808,0.0005422995,0.0006255207,0.0007890311,0.0005020857,0.0001602742],"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":[0.001196058,0.001736127,0.1254508,0.001375882,0.001817894,0.00003527902,0.02268551,0.001123555,0.7395614,0.002879983,0.01919341,0.08294413],"study_design_scores_gemma":[0.001759834,0.00039089,0.8785182,0.0003330982,0.00050219,0.00002233092,0.009909689,0.001441504,0.09577407,0.00009247186,0.01105169,0.0002039916],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929309,0.0000666432,0.0004922881,0.0009091318,0.0001707345,0.000646435,0.00009285874,0.00004564648,0.004645289],"genre_scores_gemma":[0.9976008,0.000008867544,0.0008796189,0.0000282652,0.00001781401,5.257941e-7,0.00007453108,0.00000726801,0.001382326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7530674,"threshold_uncertainty_score":0.5035678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289766364701681,"score_gpt":0.2622331470366536,"score_spread":0.2393354833896368,"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."}}