{"id":"W6893336159","doi":"10.5281/zenodo.15603614","title":"Plukenetia stipellata L. J. Gillespie","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Canadian Museum of Nature","funders":"","keywords":"Field (mathematics); Barcode; Drosophila (subgenus); Life history","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":[0.0001116765,0.000516415,0.0003064145,0.001367843,0.001329282,0.0006196871,0.0005399861,0.000433195,0.02484173],"category_scores_gemma":[0.0002513607,0.0002864354,0.0003061473,0.0008828049,0.0002061646,0.001133744,0.0009912467,0.0005762898,0.01176861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000597875,"about_ca_system_score_gemma":0.0003191074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008693269,"about_ca_topic_score_gemma":0.02489654,"domain_scores_codex":[0.9998937,0.000007531094,0.00001080678,0.00003768496,0.00003347767,0.00001673343],"domain_scores_gemma":[0.9999157,0.000009371946,0.00002084397,0.00001283537,0.00002588465,0.00001528992],"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":[0.0001465253,0.0001195661,0.006800533,0.0008106856,0.00003389561,0.001300744,0.0007053583,0.00059185,0.04040106,0.003018197,0.04416887,0.9019026],"study_design_scores_gemma":[0.00002135165,0.0001083078,0.1069371,0.0002516991,0.00005377736,0.001975483,0.0004669879,0.000467728,0.006527721,0.001408803,0.8817465,0.00003448808],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1551095,0.02551933,0.01220126,0.003484673,0.001010193,0.0006864087,0.01271796,0.002737957,0.7865327],"genre_scores_gemma":[0.5504186,0.01871557,0.01749153,0.001426483,0.0002917253,0.0004667082,0.009678594,0.0004436718,0.401067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02484173,"threshold_uncertainty_score":0.08310384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05800685464658744,"score_gpt":0.2146046849775151,"score_spread":0.1565978303309276,"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."}}