{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001661007,0.001208181,0.000404499,0.001754201,0.001362602,0.0006800988,0.000560609,0.000775823,0.03101908],"category_scores_gemma":[0.0003960952,0.0003939345,0.0002768855,0.0008840987,0.0005724713,0.001972482,0.001442373,0.0008391365,0.01673725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192677,"about_ca_system_score_gemma":0.0002849624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009679765,"about_ca_topic_score_gemma":0.0134277,"domain_scores_codex":[0.9997911,0.000019132,0.00001834658,0.0001020259,0.00003366216,0.00003575439],"domain_scores_gemma":[0.9998615,0.00003078243,0.00003681042,0.00002274365,0.00002821645,0.00001985641],"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":[0.0003398179,0.0001315605,0.01283329,0.000949305,0.0001060069,0.005446296,0.002524851,0.0007993355,0.03688003,0.008420072,0.08906575,0.8425037],"study_design_scores_gemma":[0.00007637118,0.0001584036,0.1228351,0.0003376706,0.0001032312,0.004106681,0.001518599,0.0001982969,0.003817092,0.003082384,0.8637278,0.00003841294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1503956,0.08659811,0.008424396,0.005538522,0.00417265,0.0006279808,0.01577944,0.002114489,0.7263489],"genre_scores_gemma":[0.7459327,0.01783624,0.00407018,0.004142236,0.0007552665,0.000264561,0.008989289,0.0001957993,0.2178137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03101908,"threshold_uncertainty_score":0.1037692,"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."}}