{"id":"W7041153845","doi":"","title":"Elm Seed Bug","year":2017,"lang":"en","type":"article","venue":"Digital Commons - USU (Utah State University)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aphis; PEST analysis; Introduced species; Invasive species; Quarantine","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":[],"consensus_categories":[],"category_scores_codex":[0.00004687683,0.000162139,0.0001868434,0.00002680727,0.001143568,0.0006478199,0.0007639292,0.00005207983,0.00006524515],"category_scores_gemma":[0.00007124402,0.00007834847,0.0001139801,0.0001570538,0.0002240097,0.00130909,0.0006655674,0.0001299268,0.0001528702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005468931,"about_ca_system_score_gemma":0.000008841144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003933825,"about_ca_topic_score_gemma":0.001542205,"domain_scores_codex":[0.9991292,0.00002070041,0.0001026698,0.0002635644,0.0001566131,0.0003272555],"domain_scores_gemma":[0.9993772,0.0001115704,0.0001126607,0.0001679137,0.00009203467,0.000138622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002199563,0.0004076273,0.8512017,0.00001775693,0.0002223766,0.0007480804,0.0007114258,0.000008338181,0.01090899,0.002690082,0.005764118,0.1270996],"study_design_scores_gemma":[0.0002465132,0.0001673064,0.4838883,0.00001865582,0.00001228237,0.0000052289,0.0004497464,0.00001237989,0.0004722843,0.0005159933,0.513903,0.0003082307],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8088832,0.00001052171,0.000002593833,0.001166754,0.00007844546,0.00009243691,0.0003023668,0.00009971803,0.189364],"genre_scores_gemma":[0.988189,0.00002043926,0.000009637758,0.00006349588,0.00004692389,3.701558e-7,0.00004718372,0.000001129293,0.01162184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5081389,"threshold_uncertainty_score":0.8795517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0264652694964604,"score_gpt":0.2032162627949511,"score_spread":0.1767509932984907,"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."}}