{"id":"W2969218518","doi":"10.33338/ef.84260","title":"Fluctuation patterns of different developmental stages of <i>Helicoverpa armigera</i> (Lepidoptera: Noctuidae) on chickpea (<i>Cicer arietinum</i>) and their relationship with the environment","year":2005,"lang":"en","type":"article","venue":"Entomologica Fennica","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Agricultural Research Institute","keywords":"Helicoverpa armigera; Noctuidae; Lepidoptera genitalia; Biology; Instar; Larva; Relative humidity; Morning; Point of delivery; Animal science; Population; Horticulture; PEST analysis; Toxicology; Botany; Demography; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005173344,0.0006133592,0.0006300511,0.00005251739,0.0006258903,0.00008517102,0.0006007159,0.0001993151,0.0008463914],"category_scores_gemma":[0.0001034598,0.0001995309,0.0002042398,0.000298516,0.0004164191,0.0002269111,0.0005251304,0.0002682346,0.00007729385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674501,"about_ca_system_score_gemma":0.00001036734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001507342,"about_ca_topic_score_gemma":0.0004313549,"domain_scores_codex":[0.9967702,0.000344254,0.0007615341,0.0008035973,0.0007383134,0.0005821137],"domain_scores_gemma":[0.9978995,0.0009782099,0.0006514915,0.0002419084,0.00008850959,0.0001403822],"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":[0.0005450709,0.002184691,0.1686204,0.0001070172,0.0007955645,0.0000146427,0.0050694,0.0005700848,0.7501468,0.01033238,0.005777851,0.05583605],"study_design_scores_gemma":[0.0005110648,0.0008312853,0.9561281,0.00008000362,0.00008504109,0.000006670608,0.0003129307,0.00002884962,0.004446806,0.0002038531,0.03689967,0.0004657019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882324,0.0007499378,0.00006646151,0.005805402,0.00006851297,0.001009093,0.000103219,0.00008774515,0.003877196],"genre_scores_gemma":[0.9954133,0.001038689,0.0002556623,0.0003619659,0.000175793,0.0001444259,0.000190715,0.000006378042,0.002413043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7875077,"threshold_uncertainty_score":0.9267393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631619258885119,"score_gpt":0.1975130032301355,"score_spread":0.1811968106412843,"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."}}