{"id":"W2531727748","doi":"10.5539/sar.v5n4p71","title":"Timed Strategy for Control of Bollworm for Sustainable Sorghum Crop Yield under Varied Regimes of Rainfall, Temperature and Soil Fertility","year":2016,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; Government of the Republic of Kenya","keywords":"Sorghum; Agronomy; Crop; Biology; Helicoverpa armigera; Yield (engineering); Botany; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001964048,0.0003479712,0.000660826,0.0000656955,0.0009167119,0.0001477996,0.0005321519,0.0003397097,0.00008276093],"category_scores_gemma":[0.001542256,0.0001025327,0.0002289107,0.0009871681,0.0004897439,0.0005295441,0.0003652838,0.0002319567,0.000001546482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737787,"about_ca_system_score_gemma":0.00008510713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009548895,"about_ca_topic_score_gemma":0.0003719035,"domain_scores_codex":[0.9965271,0.0002081522,0.0005275112,0.0006858541,0.0006176266,0.00143373],"domain_scores_gemma":[0.9926806,0.002362701,0.0002429861,0.0001674004,0.004365394,0.0001808808],"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":[0.003260417,0.0007702493,0.002190715,0.002866137,0.0006816868,0.00002287239,0.0004265457,0.0001289187,0.7019357,0.1261341,0.1564917,0.00509091],"study_design_scores_gemma":[0.009628087,0.01012653,0.4025719,0.0006337294,0.0004854603,0.00001313137,0.1554168,0.00006664279,0.1338046,0.124234,0.1607413,0.002277859],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722838,0.001896938,0.0001331628,0.01700625,0.00003483333,0.006013453,0.0001740155,0.00008639714,0.002371095],"genre_scores_gemma":[0.9236208,0.0001679336,0.00003348182,0.00005446491,0.0001790067,0.0005369907,0.00004760181,0.00000397973,0.07535577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5681311,"threshold_uncertainty_score":0.70507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759092328205599,"score_gpt":0.2904919035929752,"score_spread":0.2529009803109192,"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."}}