{"id":"W6894110917","doi":"10.5281/zenodo.8012592","title":"Trillium hibbersonii D. O'Neill & S. B. Farmer, Phytotaxa","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"West coast; Research article; Liliaceae; Taxonomy (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002117034,0.001096127,0.0004676398,0.002139524,0.001161586,0.0008348289,0.0007299133,0.0007111274,0.03848722],"category_scores_gemma":[0.000299865,0.0003878087,0.0002367174,0.001765065,0.0004932092,0.001806981,0.001066333,0.001343834,0.02930705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001643185,"about_ca_system_score_gemma":0.0007024622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03064654,"about_ca_topic_score_gemma":0.04818743,"domain_scores_codex":[0.9998103,0.00001680672,0.00001389881,0.00006602293,0.00006475823,0.00002820954],"domain_scores_gemma":[0.9997666,0.00003384307,0.00006677478,0.00002040466,0.00005824566,0.00005403844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001681124,0.00008743025,0.004203092,0.0007181237,0.00002325245,0.001041352,0.0007152634,0.0002706558,0.02550761,0.002918039,0.3297955,0.6345516],"study_design_scores_gemma":[0.00002071002,0.0000425034,0.0230639,0.0003387557,0.00002933715,0.001560187,0.0003313213,0.0001787932,0.002806021,0.0008127288,0.9707941,0.00002154011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0307125,0.3175445,0.01176175,0.01605885,0.007106989,0.000617173,0.01486271,0.001397679,0.5999377],"genre_scores_gemma":[0.1493576,0.1697232,0.0204135,0.006464807,0.003598286,0.0004894208,0.01291419,0.0003247761,0.6367143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03848722,"threshold_uncertainty_score":0.1287526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05402049054437001,"score_gpt":0.2320459112213659,"score_spread":0.1780254206769959,"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."}}