{"id":"W4385069200","doi":"10.3329/dujbs.v32i2.67678","title":"Costeffective formulation of bio-fertilizer using agricultural residues as carriers and determination of shelflife of bio-fertilizer inoculants","year":2023,"lang":"en","type":"article","venue":"Dhaka University Journal of Biological Sciences","topic":"Algal biology and biofuel production","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Dhaka","keywords":"Microbial inoculant; Husk; Biofertilizer; Fertilizer; Beneficial organism; Azotobacter; Trichoderma; Horticulture; Agronomy; Chemistry; Biotechnology; Biology; Microorganism; Botany; Inoculation; Bacteria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002000564,0.0003958249,0.0002478969,0.0002676838,0.00009950138,0.0003051665,0.0002429777,0.0003517612,0.0003410371],"category_scores_gemma":[0.0002324121,0.000123646,0.0002189657,0.0002147102,0.0001034642,0.0003001842,0.0001787932,0.0002773156,0.00009556743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002418746,"about_ca_system_score_gemma":0.000194771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006471296,"about_ca_topic_score_gemma":0.001572209,"domain_scores_codex":[0.9998289,0.00002727812,0.00002505899,0.00002935706,0.00006615691,0.00002323826],"domain_scores_gemma":[0.9998093,0.00002316258,0.00008606186,0.00001080479,0.000048303,0.0000224323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002466754,0.00002124752,0.0001661641,0.00003787975,0.000002331038,0.00001945716,0.000004673028,0.00006711757,0.998749,0.00001196179,0.000004548273,0.00089088],"study_design_scores_gemma":[0.000004405302,0.000491582,0.002290088,0.00001104656,0.00001803492,0.00005476574,0.00003143526,0.0005521291,0.9958962,0.00001204936,0.0006330104,0.000005245688],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957449,0.001143919,0.002393424,0.00002779983,0.00001322886,0.00003548078,0.000160716,0.00001523295,0.0004653972],"genre_scores_gemma":[0.989038,0.001297286,0.008114099,0.00001840891,0.000005880902,0.00005730196,0.0003007555,0.000009894393,0.001158336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006471296,"threshold_uncertainty_score":0.00175494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04653689341407449,"score_gpt":0.275224798307065,"score_spread":0.2286879048929905,"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."}}