{"id":"W6968899434","doi":"10.5281/zenodo.5679773","title":"Ablabesmyia (Ablabesmyia) aspera Roback","year":2011,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Femur; Dark field microscopy; Wing; Scutellum; Dark current","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":[0.0001351803,0.0003720893,0.0003398581,0.001090639,0.001609747,0.0002843241,0.0002998752,0.0003760205,0.00978468],"category_scores_gemma":[0.0001805971,0.0001425669,0.0002075931,0.0005269987,0.0003374041,0.0004795548,0.0006404924,0.0003780251,0.004317214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000414378,"about_ca_system_score_gemma":0.0002189008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.020307,"about_ca_topic_score_gemma":0.03462858,"domain_scores_codex":[0.9998968,0.000007879758,0.000007418389,0.00003699508,0.00002932987,0.00002158666],"domain_scores_gemma":[0.9999017,0.00001293202,0.00003090439,0.00000587362,0.00002515331,0.00002354436],"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":[0.003230873,0.0004851109,0.1329512,0.002006405,0.0002183947,0.009114678,0.006469093,0.00359896,0.2832265,0.009534913,0.03743329,0.5117306],"study_design_scores_gemma":[0.0001504453,0.0005984678,0.6611167,0.0003520006,0.0001317737,0.005178133,0.003265229,0.001026623,0.004447976,0.001302879,0.3223796,0.00005013534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8607929,0.005350435,0.003108512,0.0004373691,0.0002400138,0.0002185492,0.003262605,0.0004101258,0.1261794],"genre_scores_gemma":[0.9628161,0.001188836,0.002638089,0.0003404847,0.000100849,0.0001215692,0.002081086,0.00002701823,0.03068602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.020307,"threshold_uncertainty_score":0.04037762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03646142109851318,"score_gpt":0.2172924328465486,"score_spread":0.1808310117480354,"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."}}