{"id":"W2041780474","doi":"10.1603/en13103","title":"Detection and Identification of <I>Amylostereum areolatum</I> (Russulales: Amylostereaceae) in the Mycangia of <I>Sirex nigricornis</I> (Hymenoptera: Siricidae) in Central Louisiana","year":2013,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Forest Research Institute; Natural Resources Canada","funders":"U.S. Department of Agriculture","keywords":"Baton rouge; State (computer science); Library science; Queen (butterfly); Entomology; Classics; History; Art history; Hymenoptera; Biology; Ecology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003712705,0.0003426764,0.0004967519,0.00009402562,0.0001494939,0.00004284343,0.0004082636,0.0002399047,0.0002945475],"category_scores_gemma":[0.00003417667,0.0001730903,0.0001237338,0.0003379181,0.0004392527,0.0002503753,0.0002219518,0.0001915901,0.00006839642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247316,"about_ca_system_score_gemma":0.000005524978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001855348,"about_ca_topic_score_gemma":0.004197737,"domain_scores_codex":[0.9973526,0.0003075043,0.000794581,0.0005688099,0.0003682687,0.0006082063],"domain_scores_gemma":[0.9991096,0.0002576774,0.0003979464,0.0001209438,0.00001451482,0.00009931128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007617867,0.0003345355,0.0682347,0.00001984965,0.00003125364,0.00001425156,0.0007936393,0.000007265538,0.920334,0.0001674237,0.00008475056,0.009902184],"study_design_scores_gemma":[0.0004767182,0.0005295774,0.9820614,0.00003702564,0.00003316188,0.00004879884,0.0004452655,0.0001484172,0.01387049,0.000268444,0.001805144,0.0002754953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954683,0.00234772,0.000005286449,0.0004007549,0.0001202478,0.0006454467,0.000126935,0.0000202426,0.0008651282],"genre_scores_gemma":[0.9983365,0.001015155,0.00001636819,0.00009537609,0.00008998969,0.00006222005,0.00009876817,0.000004744009,0.0002809056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9138268,"threshold_uncertainty_score":0.705842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184826689211828,"score_gpt":0.1857686921323052,"score_spread":0.1739204252401869,"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."}}