{"id":"W6968728943","doi":"10.5281/zenodo.15371195","title":"Mahanarva Distant 1909","year":2025,"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":"York University","funders":"","keywords":"Type (biology); Term (time); Natural (archaeology)","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":[0.0000836071,0.0002981335,0.0002295262,0.001218606,0.001820902,0.0005904884,0.0007891283,0.0004511337,0.04499746],"category_scores_gemma":[0.0002550582,0.0001589856,0.0001210083,0.0007353745,0.0005009221,0.0005800044,0.0009286865,0.0007904118,0.01220351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007279332,"about_ca_system_score_gemma":0.0003385363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008101739,"about_ca_topic_score_gemma":0.02005466,"domain_scores_codex":[0.9998585,0.00001207297,0.000007194552,0.00004694306,0.00005282124,0.00002247274],"domain_scores_gemma":[0.9999137,0.00001602508,0.0000249572,0.000009801222,0.00002031238,0.00001533758],"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":[0.0004397962,0.000129295,0.0171288,0.001296978,0.00005592408,0.00327242,0.005069517,0.0006328443,0.02399403,0.0358595,0.09395661,0.8181642],"study_design_scores_gemma":[0.0000190503,0.00007021779,0.05389962,0.0001734698,0.00002045757,0.003104083,0.0007807208,0.0001090737,0.001573856,0.001755544,0.9384708,0.00002300756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06476264,0.01080807,0.0009487507,0.0006645308,0.0007485535,0.000147615,0.002570145,0.0004685821,0.918881],"genre_scores_gemma":[0.7597334,0.004009328,0.002088191,0.0006420373,0.0006711032,0.0001022177,0.003718656,0.0001509545,0.2288841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04499746,"threshold_uncertainty_score":0.1505315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831417948914462,"score_gpt":0.2223364902092979,"score_spread":0.1940223107201532,"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."}}