{"id":"W4412490578","doi":"10.1080/14786419.2025.2535527","title":"Bioactive isoquinoline alkaloids from <i>Mahonia aquifolium</i> (pursh.) Nutt acclimatized to natural conditions in Georgia","year":2025,"lang":"en","type":"article","venue":"Natural Product Research","topic":"Berberine and alkaloids research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Alkaloid; Berberine; Isoquinoline; Phytochemical; Chemistry; Botany; Traditional medicine; Biology; Stereochemistry; Organic chemistry","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001676382,0.0004111147,0.0008046181,0.002026104,0.0003880445,0.0001801565,0.0007654512,0.0002406842,0.0005763144],"category_scores_gemma":[0.003594131,0.0003400063,0.0001964851,0.005163445,0.000520898,0.0003797951,0.000856023,0.004238764,0.000727731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100313,"about_ca_system_score_gemma":0.001395959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003097908,"about_ca_topic_score_gemma":0.0008721135,"domain_scores_codex":[0.9940094,0.0005517124,0.0006757309,0.001372027,0.001712119,0.001679006],"domain_scores_gemma":[0.995931,0.0008082783,0.00005678491,0.001221253,0.00157271,0.0004099582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003498002,0.0008336841,0.009593824,0.0003001647,0.0003153931,0.0002995211,0.000857842,0.000005751798,0.8738707,0.00107824,0.08899625,0.02035057],"study_design_scores_gemma":[0.01137225,0.0009789334,0.2849738,0.001628396,0.0001112074,0.00008304918,0.0017167,0.001035922,0.6026232,0.005385518,0.08902413,0.001066899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9279876,0.005482652,0.000004635901,0.05613424,0.0007073153,0.002863661,0.0001518317,0.0001460079,0.006521995],"genre_scores_gemma":[0.9662753,0.0002511259,0.001191897,0.001205912,0.0007912118,0.0003082806,0.0006053943,0.00005306015,0.0293178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.27538,"threshold_uncertainty_score":0.9999052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591081305389131,"score_gpt":0.42541639560538,"score_spread":0.3895055825514887,"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."}}