{"id":"W7077151886","doi":"10.5281/zenodo.16928208","title":"Hellwigia pulchra Warb.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Zingiberaceae; Alpinia; Taxonomy (biology); Human physiology","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004148397,0.00009378322,0.00009544432,0.00006855075,0.002067117,0.0002709448,0.0006684856,0.0000410096,0.01975098],"category_scores_gemma":[0.0001661698,0.00008543515,0.00003853389,0.0004377982,0.0002866678,0.0001221654,0.00184353,0.0001492126,0.01937234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001347272,"about_ca_system_score_gemma":5.862688e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005503209,"about_ca_topic_score_gemma":8.894704e-7,"domain_scores_codex":[0.9988499,0.0001850793,0.0001557494,0.000295912,0.0002370981,0.0002762724],"domain_scores_gemma":[0.9995523,0.00001415172,0.00003637811,0.0002840029,0.00003807029,0.00007510397],"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":[0.00005995385,0.0002183546,0.0001564754,0.00007243426,0.00006744533,0.00001284173,0.003684497,0.000318187,0.009073798,0.004956358,0.847544,0.1338357],"study_design_scores_gemma":[0.0001989298,0.00004900476,0.00289152,0.00001463086,0.000007712842,0.000009053721,0.0003277494,0.0001109352,0.001024783,0.0005893945,0.9946774,0.00009893158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08472054,0.00008941608,0.002057909,0.002950477,0.0001126819,0.0002778662,0.00003570406,0.00059446,0.9091609],"genre_scores_gemma":[0.9780146,0.00008229568,0.000189478,0.0005611467,0.00005981626,3.281302e-8,0.0001789392,0.000385185,0.02052845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8932941,"threshold_uncertainty_score":0.9992321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04492160332673604,"score_gpt":0.2390501290418669,"score_spread":0.1941285257151308,"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."}}