{"id":"W3197991155","doi":"10.3390/insects12090769","title":"A New Look at Cultivar Preference in Hoplocampa testudinea (Hymenoptera: Tenthredinidae) on Apple in the Annapolis Valley of Nova Scotia, Canada","year":2021,"lang":"en","type":"article","venue":"Insects","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Biology; Sawfly; Cultivar; Tenthredinidae; Nova scotia; Hymenoptera; Larva; Horticulture; Botany","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008402974,0.0001220034,0.0001941794,0.000009405288,0.00006121243,0.0000163694,0.0002020633,0.000040097,0.0001968619],"category_scores_gemma":[0.00006306305,0.00004314993,0.00002987177,0.0004225989,0.00002654806,0.00002813078,0.0001034031,0.0001127395,0.00001026279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005035469,"about_ca_system_score_gemma":0.00006148684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6761689,"about_ca_topic_score_gemma":0.9942244,"domain_scores_codex":[0.9990787,0.00003916486,0.0001788882,0.0002242105,0.0002372789,0.0002417529],"domain_scores_gemma":[0.9995776,0.0002605974,0.00005249507,0.00003375401,0.00003335415,0.00004218392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001232964,0.0003028488,0.8284389,0.00002290561,0.00002491942,0.0002003872,0.001118323,0.00003293116,0.1132549,0.0001429293,0.05023131,0.006106317],"study_design_scores_gemma":[0.0002150625,0.0001761861,0.986165,0.00008638821,0.000003431245,0.000005845515,0.0007625872,0.000006735122,0.007023488,0.00003916407,0.005400434,0.0001156164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994451,0.000383645,6.185232e-8,0.001906499,0.00005304407,0.0001363232,0.000059432,0.000006824762,0.00300311],"genre_scores_gemma":[0.9991409,0.00006445745,0.000009886663,0.0004142537,0.00008991736,0.000005095572,0.00002243266,5.731634e-7,0.0002524858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3180554,"threshold_uncertainty_score":0.3259875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06841534590257412,"score_gpt":0.2167285945322039,"score_spread":0.1483132486296298,"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."}}