{"id":"W2995939704","doi":"10.4039/tce.2019.70","title":"Something old, something new: revisiting the diamondback moth (Lepidoptera: Plutellidae) life table after 65 years","year":2019,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Agriculture and Agri-Food Canada","funders":"","keywords":"Diamondback moth; Plutellidae; Plutella; Biology; Population; Lepidoptera genitalia; Ecology; Demography","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008244677,0.0001833078,0.0002118049,0.00003359608,0.000584329,0.0004684163,0.000633185,0.0001310262,0.002775681],"category_scores_gemma":[0.0001775638,0.00006290898,0.0001321809,0.0003605624,0.00009241483,0.0001997265,0.00007237694,0.000508856,0.0009421586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000160489,"about_ca_system_score_gemma":0.0001167619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4565528,"about_ca_topic_score_gemma":0.2577909,"domain_scores_codex":[0.9983693,0.0002030906,0.0002568195,0.0003086392,0.0002199331,0.0006422479],"domain_scores_gemma":[0.9987412,0.0005926586,0.000127413,0.0002000807,0.00005462356,0.0002840164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000413971,0.0000913473,0.1422721,0.00006854448,0.0006233277,0.0004870919,0.009838157,0.001669788,0.03678147,0.02217048,0.03571393,0.7498698],"study_design_scores_gemma":[0.0007590868,0.0003174629,0.2114494,0.0002770493,0.0001566923,0.0001675727,0.004367913,0.00199091,0.001280737,0.003442517,0.7743692,0.001421469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754425,0.0008321772,0.000006666062,0.01488366,0.0006057358,0.0003692676,0.00005395628,0.0000479533,0.007758039],"genre_scores_gemma":[0.9799452,0.00004825162,0.00003985152,0.008212341,0.001123687,0.00002351223,0.00002398721,0.000003061924,0.01058015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7484483,"threshold_uncertainty_score":0.9998357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01318626773652814,"score_gpt":0.2061940515212478,"score_spread":0.1930077837847196,"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."}}