{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006141795,0.0002405206,0.0001905138,0.001183283,0.000622227,0.001249366,0.0005511835,0.0002482909,0.0009729516],"category_scores_gemma":[0.001343884,0.0001526152,0.000263638,0.0008702754,0.0007967102,0.001021131,0.0004414257,0.0004437004,0.0002178736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005310537,"about_ca_system_score_gemma":0.001669421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1981137,"about_ca_topic_score_gemma":0.3859562,"domain_scores_codex":[0.9998186,0.00003564935,0.00001653279,0.00004135357,0.00005256457,0.00003526966],"domain_scores_gemma":[0.9989964,0.0002052413,0.0002067419,0.00005696334,0.0004121443,0.0001224296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005293313,0.0001258953,0.6301178,0.001560749,0.0001401229,0.001426611,0.02303527,0.00170694,0.06297267,0.004952463,0.008128133,0.265304],"study_design_scores_gemma":[0.000005359824,0.0002679395,0.9100418,0.0003306567,0.00007552803,0.0005009499,0.007029783,0.00116584,0.006019074,0.0009521556,0.07355401,0.00005696981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730689,0.01758768,0.002119855,0.001202647,0.0001132463,0.00004036041,0.001653946,0.00006683461,0.004146637],"genre_scores_gemma":[0.9871249,0.006273451,0.003076298,0.0003326063,0.00003266994,0.00001444651,0.00124573,0.000022854,0.001877071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8018863,"threshold_uncertainty_score":0.3939212,"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."}}