{"id":"W6894073569","doi":"10.5281/zenodo.7837158","title":"Stethophyma grossum","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Single specimen; Grasshopper; Melanism; Taxonomy (biology); Sterna","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":[0.00007033444,0.0005017916,0.0001658506,0.0009106841,0.0009010414,0.0002340026,0.0002616098,0.0002990484,0.009067501],"category_scores_gemma":[0.000197906,0.000134261,0.0001702282,0.0003765776,0.0002802294,0.0007169867,0.0009550729,0.0004581196,0.003507646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003120156,"about_ca_system_score_gemma":0.0001789199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003356952,"about_ca_topic_score_gemma":0.00813763,"domain_scores_codex":[0.9999154,0.000009206446,0.000005409373,0.00003054348,0.00002668474,0.00001280944],"domain_scores_gemma":[0.9999061,0.00001575142,0.00002735369,0.00001210601,0.00002185761,0.00001696283],"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":[0.0005016636,0.0003273594,0.05146294,0.001067384,0.00007983477,0.007857637,0.002500475,0.001539539,0.3212706,0.004801218,0.01625257,0.5923387],"study_design_scores_gemma":[0.0001012911,0.0007389197,0.6391242,0.0003290844,0.00008683958,0.02290615,0.001966193,0.001403477,0.02360697,0.002560995,0.3071148,0.00006110028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7515973,0.004730153,0.005230627,0.0005628704,0.0003417933,0.0003203777,0.002769428,0.0004809855,0.2339664],"genre_scores_gemma":[0.9636421,0.00130965,0.002786156,0.000398119,0.00004920239,0.00005586569,0.001218134,0.00002933235,0.03051137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009067501,"threshold_uncertainty_score":0.03033382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05804708606100297,"score_gpt":0.2344018913764127,"score_spread":0.1763548053154097,"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."}}