{"id":"W6888894421","doi":"10.23687/e0a0c997-e048-4785-b25d-7cf060f5fdc6","title":"Frequency of Tranosema rostrale and Elachertus cacoeciae in spruce budworm larvae exposed in the field Armagh/Epaule 1987-2022","year":2023,"lang":"en","type":"dataset","venue":"GEOSCAN","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Spruce budworm; Larva; Parasitism; Choristoneura fumiferana; PEST analysis; Competition (biology)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001452948,0.0006353061,0.0009473949,0.0008553306,0.0000802861,0.00007590552,0.001307941,0.0006521821,0.0003645387],"category_scores_gemma":[0.0005547663,0.0005625693,0.0001722673,0.001600038,0.0001808055,0.0001824086,0.0001972758,0.001644101,0.0008102013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001709544,"about_ca_system_score_gemma":0.0002894201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1035036,"about_ca_topic_score_gemma":0.4436917,"domain_scores_codex":[0.9959468,0.0004700713,0.001031512,0.0008323356,0.0007875426,0.0009317825],"domain_scores_gemma":[0.9972221,0.000868453,0.0004200172,0.001301523,0.00005150694,0.0001364079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000610108,0.0003241142,0.001340754,0.0002969585,0.00005084138,0.0006928976,0.0007919712,0.000007561815,0.00312008,0.000005979493,0.9928581,0.0004497293],"study_design_scores_gemma":[0.005831687,0.0008246088,0.1153681,0.001238989,0.0003932292,0.0001473101,0.00358422,0.00004334208,0.00278756,0.001068259,0.866393,0.002319728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.157778,0.001008807,2.361514e-7,0.000460576,0.0003227741,0.0009320616,0.8392853,0.00005828743,0.0001540106],"genre_scores_gemma":[0.01921628,0.0005762859,0.00005068407,0.0004417272,0.0002311271,0.0002654613,0.9787821,0.0001628701,0.0002734206],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3401881,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848258624882481,"score_gpt":0.2764500539914902,"score_spread":0.2579674677426654,"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."}}