{"id":"W6911356451","doi":"10.5281/zenodo.10361670","title":"Paramblopusa Ahn & Ashe 1996","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genus; Taxonomy (biology); Range (aeronautics); Single specimen","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":[0.00009408909,0.000457759,0.0002059377,0.001169388,0.001207388,0.0003509498,0.0005056821,0.0005088016,0.00999217],"category_scores_gemma":[0.0002475728,0.0001907795,0.0001643769,0.0005160883,0.0005572764,0.0009811728,0.000882561,0.0005566358,0.002247334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004208752,"about_ca_system_score_gemma":0.000367971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003180439,"about_ca_topic_score_gemma":0.006248293,"domain_scores_codex":[0.9998744,0.00001124205,0.0000117154,0.00003407648,0.00004772783,0.00002094725],"domain_scores_gemma":[0.9998668,0.0000156241,0.00004643227,0.00001408983,0.00003547809,0.00002142319],"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":[0.0005703498,0.0001478407,0.05446393,0.001641134,0.000110085,0.002908777,0.002174617,0.0006890488,0.05266319,0.005960991,0.03160587,0.8470642],"study_design_scores_gemma":[0.0001412555,0.0003178537,0.4375566,0.001172246,0.0001420971,0.01241361,0.002143804,0.001098403,0.004950786,0.003986983,0.5360163,0.00006003903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5429825,0.03485465,0.009550085,0.001702448,0.001441589,0.0009763086,0.004745353,0.0007664395,0.4029807],"genre_scores_gemma":[0.9612275,0.006694631,0.005018912,0.0005909459,0.0004101883,0.0001934865,0.001451779,0.00003709673,0.02437544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00999217,"threshold_uncertainty_score":0.03342718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05050608577344941,"score_gpt":0.2302119698384774,"score_spread":0.179705884065028,"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."}}