{"id":"W4386145811","doi":"10.22543/0090-0222.1712","title":"Occurrence of <i>Helophorus Grandis</i> (Coleoptera: Hydrophilidae) in North-Central Wisconsin","year":2017,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrophilidae; Biology; Range (aeronautics); Ecology","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":[0.0004539659,0.0002572436,0.0003240711,0.00005921281,0.0004729962,0.00005811418,0.001277279,0.0001126068,0.0009871396],"category_scores_gemma":[0.0001370622,0.0001858388,0.0001101498,0.0001822174,0.002575488,0.0002226085,0.0006457501,0.0001988275,0.00040668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417736,"about_ca_system_score_gemma":0.00002023844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006488834,"about_ca_topic_score_gemma":0.05444195,"domain_scores_codex":[0.9981188,0.0001411955,0.0003767599,0.0004446926,0.0002829093,0.0006356328],"domain_scores_gemma":[0.9984473,0.0000870836,0.0002918478,0.001067266,0.000009487102,0.00009702663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002063437,0.0003252902,0.9836947,0.00002635326,0.00005081568,0.0002746253,0.001102871,0.001623022,0.001652373,0.002408624,0.003748272,0.004886684],"study_design_scores_gemma":[0.0007588334,0.0001597871,0.9916594,0.00001763247,0.00003843848,0.00002509044,0.00001405446,0.0002067774,0.0003442346,0.001003129,0.005546638,0.0002259932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716755,0.0001546219,0.00002802528,0.0004069546,0.0004590762,0.0004965753,0.0000612866,0.00003511671,0.02668283],"genre_scores_gemma":[0.9986567,0.0001832305,0.00005369238,0.0001397961,0.00002630592,0.00005340517,0.00002272826,0.000007147387,0.0008570234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05379307,"threshold_uncertainty_score":0.9999261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634194816986392,"score_gpt":0.2341847901262285,"score_spread":0.2178428419563646,"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."}}