{"id":"W6912423274","doi":"10.5281/zenodo.3802562","title":"Barynotus obscurus","year":2018,"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":"Imago; Population; Boreal; Ranunculus; Cannibalism","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":[0.00007778323,0.0005630039,0.0002006059,0.001719876,0.0009831032,0.0002721059,0.0002342573,0.0001527701,0.009980338],"category_scores_gemma":[0.0001759167,0.0001276957,0.00016198,0.0007776105,0.0003747001,0.0004828111,0.0004376591,0.0002123151,0.003541231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000460148,"about_ca_system_score_gemma":0.0002097489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008651582,"about_ca_topic_score_gemma":0.02469393,"domain_scores_codex":[0.9998729,0.00001245689,0.00001329862,0.00004412653,0.00003564153,0.00002143244],"domain_scores_gemma":[0.9998587,0.00001161889,0.00007614586,0.00001389471,0.00002077795,0.00001885044],"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":[0.001325816,0.0001486166,0.2321732,0.001792704,0.0002496839,0.002220494,0.005732546,0.0005105427,0.09773574,0.006531049,0.01528351,0.6362961],"study_design_scores_gemma":[0.00002136261,0.0002079261,0.7597737,0.0003451312,0.0001427303,0.004787483,0.001287187,0.0002132964,0.003540345,0.0005544457,0.2290886,0.00003773],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7341521,0.01396455,0.00290064,0.0003263139,0.0003440489,0.0001941236,0.008430397,0.0003240842,0.2393639],"genre_scores_gemma":[0.9640542,0.003392148,0.002200811,0.0002322377,0.0001020048,0.00006246689,0.004070712,0.00003518118,0.02585009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009980338,"threshold_uncertainty_score":0.0333876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03955701499462669,"score_gpt":0.2204900430853325,"score_spread":0.1809330280907058,"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."}}