{"id":"W4406596930","doi":"10.1007/978-981-97-8739-5_5","title":"Utilization of Rice Husk-Derived Silica in Fertilizer and Pesticide Formulation","year":2024,"lang":"en","type":"book-chapter","venue":"Microorganisms for sustainability","topic":"Silicon Effects in Agriculture","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Husk; Fertilizer; Pesticide; Agricultural engineering; Environmental science; Agronomy; Materials science; Engineering; Biology; Botany","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":[0.0003710419,0.0003661771,0.0004952246,0.00004522738,0.00009389434,0.00004922788,0.0001969596,0.0004744894,0.0001334486],"category_scores_gemma":[0.0003427885,0.0001635308,0.0001673627,0.000157891,0.0001389018,0.00009616469,0.0001514599,0.0002501833,0.000004327996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003416844,"about_ca_system_score_gemma":0.00004204448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001191352,"about_ca_topic_score_gemma":0.0004172291,"domain_scores_codex":[0.9982802,0.00002889192,0.0005292716,0.0006822061,0.0001793317,0.000300079],"domain_scores_gemma":[0.9986486,0.0005109897,0.0002038941,0.0001293915,0.0004330783,0.00007398425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002866383,0.0001529994,0.001678442,0.002895063,0.00006698168,0.00001224013,0.0006723431,0.00001215509,0.9098614,0.05703952,0.0002714958,0.02705066],"study_design_scores_gemma":[0.0007321651,0.001066033,0.1367206,0.0003770315,0.0003080189,0.00002649215,0.001147751,0.000222439,0.1158899,0.7109043,0.03138513,0.001220148],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890585,0.001396974,0.00002929712,0.0008115077,0.0001445691,0.002837988,0.0002064987,0.0001212861,0.005393406],"genre_scores_gemma":[0.9799044,0.00003547311,0.00007773733,0.00004668509,0.0000972439,0.00005087431,0.0002892699,0.000008090488,0.01949026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7939715,"threshold_uncertainty_score":0.6668593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603530626480561,"score_gpt":0.2447642525696263,"score_spread":0.2287289463048207,"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."}}