{"id":"W7147095454","doi":"10.5281/zenodo.19356537","title":"Charadrius semipalmatus","year":2018,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Charadrius; Southern Hemisphere; Population; Spring (device); Foraging; Northern Hemisphere; Plover","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":[0.000126302,0.0005006972,0.0001863874,0.001322058,0.001139481,0.0003819076,0.0003448734,0.0001977921,0.01227306],"category_scores_gemma":[0.0002800323,0.0001524875,0.0001555169,0.00073904,0.0002661707,0.0002834963,0.0007532358,0.0002849648,0.004700243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002824795,"about_ca_system_score_gemma":0.0002336285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004546822,"about_ca_topic_score_gemma":0.01255871,"domain_scores_codex":[0.9998572,0.00001528995,0.000006742553,0.00004857417,0.00004865503,0.00002345077],"domain_scores_gemma":[0.9997717,0.00002105941,0.00007040781,0.00002089931,0.00004682261,0.00006907722],"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":[0.001774006,0.001150619,0.3364475,0.001085353,0.0001360052,0.003983363,0.002285446,0.0004081516,0.08360952,0.002376972,0.02805707,0.538686],"study_design_scores_gemma":[0.00005539717,0.0007737546,0.87718,0.0001445395,0.00008112448,0.008906044,0.001637227,0.000823813,0.004903917,0.0008159798,0.1046272,0.00005112418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8635141,0.001223159,0.002407199,0.0003481415,0.0001943396,0.0002378406,0.003592035,0.0005550757,0.1279281],"genre_scores_gemma":[0.9724904,0.0004209184,0.002531918,0.0002629665,0.00005653734,0.00009851668,0.001984543,0.00003068551,0.02212338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01227306,"threshold_uncertainty_score":0.04105741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.070595094196551,"score_gpt":0.2128901660375638,"score_spread":0.1422950718410128,"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."}}