{"id":"W6894086780","doi":"10.5281/zenodo.7837053","title":"Melanoplus femurrubrum","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subspecies; Pacific ocean; Biogeography; Distribution (mathematics); Zoogeography","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":[0.00007666275,0.0004135514,0.0001771945,0.0008975348,0.0007106521,0.0002196351,0.0003401855,0.0002660808,0.005772915],"category_scores_gemma":[0.0002029854,0.0001284688,0.0001136027,0.0003218864,0.0002198226,0.0004062926,0.0007404877,0.0002559632,0.002071626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004385952,"about_ca_system_score_gemma":0.0001280193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01965115,"about_ca_topic_score_gemma":0.04376569,"domain_scores_codex":[0.9999069,0.000009469874,0.000008244716,0.00003362145,0.00002188867,0.00001980054],"domain_scores_gemma":[0.999925,0.00000824227,0.00003473364,0.000006990256,0.00001358386,0.00001148119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004108637,0.0001307315,0.1273385,0.000546117,0.000102079,0.002566711,0.001863897,0.0006677352,0.1304483,0.00233893,0.01762422,0.7159618],"study_design_scores_gemma":[0.00002501976,0.0002707349,0.8476178,0.0003485771,0.00006005942,0.007693308,0.0007781805,0.000362394,0.004209889,0.0004216439,0.13818,0.00003241332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8254734,0.01010539,0.002734462,0.0003441125,0.0002271215,0.0001474529,0.002282987,0.0003778113,0.1583073],"genre_scores_gemma":[0.9734832,0.002263109,0.002708669,0.0002978384,0.00008278531,0.00005631982,0.00135935,0.00002748554,0.0197212],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01965115,"threshold_uncertainty_score":0.03907353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256985097015056,"score_gpt":0.2344380508166168,"score_spread":0.2087395411151112,"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."}}