{"id":"W1745924878","doi":"10.22543/0090-0222.1776","title":"Holarctic Insects Adventive in Michigan: New and Additional Records (Homoptera, Heteroptera, Coleoptera, Neuroptera)","year":2017,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroptera; Homoptera; Holarctic; Heteroptera; Biology; Biological dispersal; Chrysopidae; Ecology; Predation; Botany; PEST analysis; Demography; Genus","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":[0.0002581824,0.0003232799,0.0003470257,0.00002912929,0.0009722508,0.0003410206,0.0007510147,0.0001118635,0.001555525],"category_scores_gemma":[0.0003241739,0.0001272443,0.0001201345,0.000118141,0.0005796821,0.0003592415,0.0004701659,0.0003399793,0.00009072379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004161793,"about_ca_system_score_gemma":0.00001648752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002940622,"about_ca_topic_score_gemma":0.0269452,"domain_scores_codex":[0.9981838,0.0001864965,0.0003304121,0.0005432314,0.0002564001,0.0004995936],"domain_scores_gemma":[0.9988264,0.0004571289,0.0002364041,0.0002796273,0.00005945336,0.0001410229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004512063,0.0002560386,0.7780102,0.00003380224,0.0001425133,0.0005349859,0.001905496,0.000005507092,0.005654607,0.0004247694,0.007515004,0.2050658],"study_design_scores_gemma":[0.0004236707,0.0003576829,0.9760923,0.00008119817,0.00001853855,0.00009673818,0.00007721702,0.0000207868,0.0004674995,0.001087584,0.02098634,0.0002904937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861158,0.0002347517,0.000001143165,0.004606683,0.000367214,0.000354256,0.0002532803,0.00006272349,0.008004159],"genre_scores_gemma":[0.9948466,0.0001317377,0.00006643815,0.001170569,0.000442178,0.00007034827,0.0001062331,0.000002847674,0.003163054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2047754,"threshold_uncertainty_score":0.9993572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03366632054545098,"score_gpt":0.247399640645914,"score_spread":0.213733320100463,"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."}}