{"id":"W3082690008","doi":"10.3897/zookeys.964.53947","title":"Identification of Delia spp. (Robineau-Desvoidy) (Diptera, Anthomyiidae) and its cruciferous hosts in Mexico","year":2020,"lang":"en","type":"article","venue":"ZooKeys","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"","keywords":"Anthomyiidae; Biology; Raphanus; Brassica; Botany; PEST analysis; Agronomy","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":[0.00009291198,0.00008828709,0.0001469483,0.00001363375,0.00005974788,0.00003822266,0.0001130146,0.0000562903,0.0004470546],"category_scores_gemma":[0.00004771771,0.00003983956,0.00003992281,0.0001702003,0.00001696471,0.0001304617,0.00002930426,0.0000899077,0.0001294976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000999179,"about_ca_system_score_gemma":0.00000447311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003280909,"about_ca_topic_score_gemma":0.0003540212,"domain_scores_codex":[0.9992558,0.0000468917,0.0002689158,0.0002015723,0.00009226298,0.0001344961],"domain_scores_gemma":[0.9996902,0.00007143,0.00009279345,0.00003139587,0.00005639669,0.00005777334],"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":[0.00006515622,0.00005631845,0.01564682,0.00001334397,0.000008550996,0.000008251113,0.0002462955,0.00001102806,0.9704379,0.0004337732,0.0003044042,0.01276815],"study_design_scores_gemma":[0.000723889,0.0005949353,0.7549849,0.00009060909,0.0000308089,0.00001784915,0.0006206296,0.01104668,0.2227221,0.0003296517,0.008398273,0.000439704],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968164,0.0003157268,0.00001928749,0.001596344,0.00008492251,0.0001573881,0.00002778529,0.00002394072,0.0009581886],"genre_scores_gemma":[0.9991823,0.00009627844,0.00001043823,0.0003555609,0.00009165014,0.00001063849,0.00001937825,7.794035e-7,0.0002329971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7477158,"threshold_uncertainty_score":0.4894934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550182413287691,"score_gpt":0.2163199305341296,"score_spread":0.2008181064012527,"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."}}