{"id":"W3009754788","doi":"10.22543/0090-0222.2350","title":"Ciidae of Michigan (Insecta: Coleoptera)","year":2020,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Field Museum","keywords":"Fauna; Biology; Habitat; Ecology; Key (lock)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001651075,0.0001144369,0.0001470033,0.00001202187,0.000107715,0.00001027371,0.0004663663,0.00005196396,0.002808906],"category_scores_gemma":[0.00004782729,0.00007593628,0.00006373431,0.0002062963,0.0006655569,0.0000550977,0.0003004811,0.0001067192,0.0006749068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002104605,"about_ca_system_score_gemma":0.000004339421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004606765,"about_ca_topic_score_gemma":0.003198076,"domain_scores_codex":[0.9991768,0.00007707232,0.0001689095,0.0002125062,0.000148069,0.0002166303],"domain_scores_gemma":[0.9995415,0.00005302118,0.00008249177,0.0002561874,0.000004212584,0.00006263247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006424338,0.0004123679,0.8744333,0.0001119206,0.0002751848,0.0002605044,0.01451351,0.006031375,0.02843708,0.01906711,0.04911003,0.006705214],"study_design_scores_gemma":[0.001069276,0.001041489,0.9350978,0.00001285274,0.0001208433,0.00004421553,0.000408787,0.001195383,0.009671661,0.003366194,0.04755732,0.0004142341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459962,0.00003806065,0.0001643728,0.001960906,0.00011288,0.0002388863,0.000006757834,0.00005648451,0.05142551],"genre_scores_gemma":[0.9961967,0.00001741053,0.0001130892,0.002269164,0.0000327982,0.00001939023,0.000005189597,0.000006777102,0.00133952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06066448,"threshold_uncertainty_score":0.9981027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883222893129993,"score_gpt":0.221347715901147,"score_spread":0.202515486969847,"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."}}