{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001094042,0.0002074518,0.00009565898,0.0004354877,0.0001999547,0.0002730245,0.0001506138,0.0002764192,0.000468901],"category_scores_gemma":[0.0002419413,0.0001449056,0.0001141296,0.0002108599,0.0002271793,0.0001373265,0.0001528456,0.0001842035,0.0002184167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630929,"about_ca_system_score_gemma":0.0001493298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00407864,"about_ca_topic_score_gemma":0.01520119,"domain_scores_codex":[0.9998591,0.00001431458,0.00001088614,0.00005525833,0.00003663977,0.00002390116],"domain_scores_gemma":[0.999718,0.00003673333,0.0001204622,0.00001837375,0.00006369191,0.00004272591],"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":[0.0000874992,0.00006537121,0.1681382,0.00005397301,0.00001351053,0.0001830882,0.0004936219,0.00005900257,0.824405,0.00003596272,0.00005117435,0.006413782],"study_design_scores_gemma":[0.000008020891,0.0005279991,0.9443701,0.00001775665,0.00002634493,0.0007557626,0.0008470183,0.0005371959,0.05095117,0.00002358793,0.001928856,0.000006141286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985514,0.00007565547,0.0004035747,0.0000107305,0.000002570661,0.00001895458,0.0002873627,0.00001014112,0.0006396187],"genre_scores_gemma":[0.9959496,0.0001514095,0.002047315,0.00003605961,0.000002814432,0.00003342254,0.0008223419,0.000003145939,0.0009538678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00407864,"threshold_uncertainty_score":0.008109748,"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."}}