{"id":"W2394416134","doi":"","title":"Present status of locust outbreak and its sustainable control strategies in China.","year":2002,"lang":"en","type":"article","venue":"","topic":"Forest, Soil, and Plant Ecology in China","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Locust; China; Outbreak; Lagging; Inefficiency; Biology; Economic shortage; Population; Environmental resource management; Ecology; Geography; Environmental health; Economics; Statistics","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":[0.0003665932,0.000081559,0.0001804362,0.00007966985,0.0001668802,0.00004982027,0.0001151265,0.00010937,0.0006946509],"category_scores_gemma":[0.0001531924,0.00006927364,0.00002229439,0.0001532123,0.0002138788,0.000309032,0.00002621449,0.0001077352,0.0000131492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000460408,"about_ca_system_score_gemma":0.000108141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0265257,"about_ca_topic_score_gemma":0.02340971,"domain_scores_codex":[0.9988455,0.0001438181,0.0001722401,0.00014234,0.0001566154,0.0005395457],"domain_scores_gemma":[0.9994931,0.0002167972,0.00005643929,0.00007337207,0.00005421076,0.0001060313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000464726,0.0001968533,0.1942875,0.00009207249,0.00002907628,0.00007316696,0.02746783,0.0005299352,0.00001025484,0.7696787,0.006862591,0.0007255158],"study_design_scores_gemma":[0.004521155,0.0005917252,0.6298018,0.00005086316,0.00005501762,0.000008722802,0.1815337,0.0105635,0.000109433,0.06317975,0.1088937,0.0006905956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6220028,0.001017255,0.000008202362,0.001015337,0.00006375998,0.0002644713,0.00001162441,0.00002464163,0.3755919],"genre_scores_gemma":[0.9829209,0.001081864,0.00001489527,0.00004093605,0.00005070563,0.000008629508,0.000001624783,0.000003763043,0.01587673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7064989,"threshold_uncertainty_score":0.9944105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393448556104739,"score_gpt":0.2687293396960388,"score_spread":0.2547948541349914,"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."}}