{"id":"W6893652575","doi":"10.5281/zenodo.3866708","title":"Leptotyphloiulus coeruleoalbus","year":2017,"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":"BC Research (Canada)","funders":"","keywords":"Distribution (mathematics); Natural (archaeology); Term (time); Scale (ratio)","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":[0.00006433279,0.0003053475,0.0001264086,0.0008922184,0.0005405101,0.0001736241,0.0003728356,0.0001779632,0.01695133],"category_scores_gemma":[0.0003022438,0.00008035001,0.00007074254,0.0004238498,0.0002326345,0.0003449482,0.0005370569,0.0001308732,0.003117675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002819585,"about_ca_system_score_gemma":0.0001627924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01644446,"about_ca_topic_score_gemma":0.02971778,"domain_scores_codex":[0.9999192,0.000008013626,0.000006737366,0.00001964561,0.00002257093,0.00002379877],"domain_scores_gemma":[0.9998509,0.00001787792,0.00006549618,0.00001364833,0.00001794203,0.00003406827],"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":[0.001093427,0.0002973358,0.2828276,0.0005375431,0.00006267335,0.003922424,0.001395711,0.0004548402,0.1044311,0.004185106,0.01620053,0.5845918],"study_design_scores_gemma":[0.00004392032,0.0002599627,0.9152142,0.0001302186,0.00003165484,0.002738589,0.0008868879,0.0003074265,0.002671546,0.0004325282,0.07726552,0.0000175802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7677566,0.001653443,0.001456492,0.0001832875,0.0001660041,0.0002101586,0.003856342,0.0001959458,0.2245218],"genre_scores_gemma":[0.9869709,0.000363925,0.00065802,0.0001063898,0.00003248782,0.00003915574,0.001436146,0.00001040482,0.01038256],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01695133,"threshold_uncertainty_score":0.0567078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04720939888334852,"score_gpt":0.2334418995933114,"score_spread":0.1862325007099628,"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."}}