{"id":"W6969184539","doi":"10.5281/zenodo.5955748","title":"Polyamia DeLong","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":"Phylogenetic tree; Genus; Phylogenetics; Taxonomy (biology); Supernumerary","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":[0.00007198125,0.0005617172,0.0002163585,0.001250101,0.001578577,0.0006636578,0.0003949122,0.0001991738,0.01416222],"category_scores_gemma":[0.0002316708,0.0001743264,0.0001013771,0.00117099,0.0003948863,0.0009458146,0.0009304848,0.0004357658,0.002718306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008481693,"about_ca_system_score_gemma":0.0005086755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01884207,"about_ca_topic_score_gemma":0.04410464,"domain_scores_codex":[0.999884,0.000009410914,0.00000883636,0.00003916789,0.00003108969,0.00002741702],"domain_scores_gemma":[0.9998654,0.00001272566,0.00005067355,0.0000104021,0.00003878091,0.00002204517],"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":[0.0005902556,0.000167518,0.08907154,0.001384492,0.00006005717,0.003635984,0.002816124,0.0005002643,0.04283616,0.008467577,0.01817051,0.8322995],"study_design_scores_gemma":[0.00003839522,0.0001548046,0.3876017,0.0003897147,0.00005379819,0.005423731,0.001698585,0.0004436113,0.002174854,0.001332035,0.6006617,0.00002694756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4138282,0.01517375,0.00394492,0.0005432668,0.000428921,0.0006803361,0.00351818,0.000227434,0.561655],"genre_scores_gemma":[0.9361003,0.005193581,0.002688325,0.0003353985,0.0001100253,0.0001804538,0.00144656,0.00003294882,0.05391239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01884207,"threshold_uncertainty_score":0.04737735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03620423406532513,"score_gpt":0.2205344190899292,"score_spread":0.1843301850246041,"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."}}