{"id":"W6893907072","doi":"10.5281/zenodo.5929795","title":"Paragus (Paragus) bicolor","year":2019,"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":"Type (biology); Musca; Melanism; Vegetation (pathology); Herring gull","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":[0.00008332773,0.00106896,0.0004172432,0.001767737,0.001339297,0.0004088666,0.0003409559,0.0003818903,0.0169114],"category_scores_gemma":[0.000157499,0.0002132506,0.000162407,0.001047497,0.0003604089,0.0007120415,0.000630023,0.0005103209,0.009898484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000635266,"about_ca_system_score_gemma":0.0001261097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100514,"about_ca_topic_score_gemma":0.0255844,"domain_scores_codex":[0.9998746,0.00001480034,0.000006795949,0.00004700644,0.00003339209,0.00002339611],"domain_scores_gemma":[0.9998884,0.00001300761,0.00003720937,0.000009257738,0.00003774048,0.00001436758],"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":[0.002131916,0.0003938735,0.06356213,0.001948753,0.0001484898,0.006373351,0.004295361,0.0009721935,0.1315171,0.006288844,0.08959138,0.6927766],"study_design_scores_gemma":[0.0001031981,0.0003822371,0.3939652,0.0005771607,0.00009771602,0.01297263,0.003503301,0.0004682518,0.008175945,0.001816717,0.5778656,0.00007193902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3721672,0.01836093,0.005262527,0.001362994,0.0006583666,0.0003169581,0.00991854,0.001655846,0.5902966],"genre_scores_gemma":[0.903,0.003714534,0.003653573,0.001066849,0.000169551,0.00009437274,0.006058587,0.000176458,0.08206613],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0169114,"threshold_uncertainty_score":0.05657423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03315056758192172,"score_gpt":0.2099894517826128,"score_spread":0.1768388842006911,"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."}}