{"id":"W7100484197","doi":"","title":"Appearance and Biology","year":2015,"lang":"en","type":"article","venue":"","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flea beetle; Flea; Crop; Insect; Insecticide resistance; Canola; Host (biology); Host resistance","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":[0.00007862357,0.00003481171,0.00006373436,0.000001022384,0.00004455962,0.000006033505,0.00004396069,0.00003696115,0.0001997891],"category_scores_gemma":[0.00003139643,0.000008661595,0.000009906425,0.00004831341,0.00005045599,0.0000144328,0.00006507969,0.00002359084,0.00005502776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003245136,"about_ca_system_score_gemma":5.014162e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001714597,"about_ca_topic_score_gemma":0.0002952294,"domain_scores_codex":[0.999705,0.00001610769,0.00004470341,0.0001007662,0.0000152732,0.0001182215],"domain_scores_gemma":[0.9998752,0.0000277932,0.00000951867,0.000009071797,0.00001433556,0.00006404827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003333285,0.00007523462,0.5495203,0.000001728239,0.00001352978,0.000003945554,0.00005112604,8.117074e-7,0.01652093,0.04261608,0.008802652,0.3823603],"study_design_scores_gemma":[0.0001827515,0.0007836793,0.5848153,0.000001363298,0.000002412313,0.00001335083,0.0003750281,0.00003318028,0.0001226619,0.0242598,0.3892743,0.0001362665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973785,0.0005666308,0.000004717858,0.002752834,0.00005461335,0.00003123477,9.794729e-7,0.00003345856,0.02277058],"genre_scores_gemma":[0.9987215,0.00005786458,0.00005861089,0.0007320713,0.00006319568,0.000003452422,0.000001586615,6.260197e-8,0.0003616814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.382224,"threshold_uncertainty_score":0.2187551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.123431766860342,"score_gpt":0.2642895766213716,"score_spread":0.1408578097610296,"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."}}