{"id":"W6930423204","doi":"10.5281/zenodo.11369744","title":"Leptostylus guianensis Vlasak & Santos-Silva 2021","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Organizational Management and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Panama; Amazon rainforest; Taxonomy (biology); Genus; Fortuna","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":[0.00007225709,0.000274685,0.0001303061,0.000962815,0.0006741851,0.0002525484,0.0003064507,0.0003592579,0.008999613],"category_scores_gemma":[0.0002119106,0.000117542,0.0001526027,0.0004229469,0.000385942,0.0003176226,0.0005038453,0.0002325859,0.002373524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724791,"about_ca_system_score_gemma":0.0001655282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00691926,"about_ca_topic_score_gemma":0.01540205,"domain_scores_codex":[0.9999287,0.00001072267,0.000007553628,0.00002207421,0.00001899159,0.00001203836],"domain_scores_gemma":[0.9998915,0.00002625588,0.00004509469,0.00001054952,0.00001816539,0.000008467192],"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":[0.0008935949,0.0001834674,0.176741,0.0009053586,0.00009048226,0.01104414,0.003262877,0.0009340181,0.1308728,0.004007464,0.01116233,0.6599025],"study_design_scores_gemma":[0.00006499591,0.0004533652,0.8159128,0.0004277772,0.0001180721,0.02504379,0.002475734,0.001031055,0.01561696,0.001346533,0.137453,0.00005577588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7899579,0.007494964,0.004928385,0.0005956281,0.0002167075,0.00020295,0.001895313,0.0004003807,0.1943078],"genre_scores_gemma":[0.9878846,0.001009381,0.001686688,0.0001214158,0.00003543968,0.00003276547,0.0006892836,0.00001066872,0.008529711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008999613,"threshold_uncertainty_score":0.03010672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048357254821516,"score_gpt":0.2289409103557443,"score_spread":0.1884573378075291,"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."}}