{"id":"W7003717151","doi":"","title":"","year":2022,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Alkaloids: synthesis and pharmacology","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Romance; Romanticism; Criticism; Anthropocene; Natural (archaeology)","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.003793505,0.001617923,0.002967235,0.001745128,0.00142958,0.001063774,0.01445287,0.0009268973,0.7520984],"category_scores_gemma":[0.0003874909,0.001777831,0.0006696915,0.000996183,0.00139901,0.002435554,0.00958388,0.003037624,0.001442367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000689752,"about_ca_system_score_gemma":0.001435475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005179334,"about_ca_topic_score_gemma":0.002511383,"domain_scores_codex":[0.9881746,0.004739245,0.002261068,0.002285792,0.001060112,0.001479223],"domain_scores_gemma":[0.9909987,0.002139712,0.004148181,0.001640035,0.000300794,0.0007725167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002935086,0.002561025,0.04071254,0.0008071372,0.005533824,0.0002100339,0.0005600269,0.0002253104,0.008554985,0.02366509,0.6793818,0.2348531],"study_design_scores_gemma":[0.004360316,0.0002042255,0.005603055,0.0001064151,0.001099367,0.00002966401,0.000142803,0.00007998301,0.005164641,0.0008858169,0.9805404,0.001783291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007908654,0.001468413,0.00005230197,0.0009793333,0.007096954,0.006393062,0.000172275,0.0006116095,0.9753174],"genre_scores_gemma":[0.04369479,0.003172709,0.000420133,0.008746473,0.001418356,0.004212123,0.002803025,0.002060469,0.9334719],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7506561,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2957504204084918,"score_gpt":0.5514095154637924,"score_spread":0.2556590950553005,"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."}}