{"id":"W4405746121","doi":"10.5376/ijh.2024.14.0039","title":"Adoption Status of Improved Ginger (<i>Zingiber officinale</i>) Production Technology in Syangja, Nepal","year":2024,"lang":"en","type":"article","venue":"International Journal of Horticulture","topic":"Ginger and Zingiberaceae research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zingiber officinale; Production (economics); Biology; Traditional medicine; Toxicology; Medicine; Economics","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":[0.0008515632,0.0001967269,0.0003073258,0.0009594418,0.00005807717,0.00005620767,0.000381823,0.0003514218,0.0003826001],"category_scores_gemma":[0.0004265925,0.0001565453,0.0001843767,0.0005788056,0.0001784606,0.0003612454,0.00008928343,0.001316608,0.00003341652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003884237,"about_ca_system_score_gemma":0.0002940058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006835521,"about_ca_topic_score_gemma":0.00004859788,"domain_scores_codex":[0.9978387,0.0001624532,0.0007745866,0.0002628604,0.0005166943,0.0004447288],"domain_scores_gemma":[0.9983201,0.000135612,0.0002840604,0.0001006744,0.001011742,0.0001478231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006045648,0.0004392319,0.00532181,0.0000896816,0.00065132,0.0003639912,0.001516077,0.001558202,0.9489462,0.002510542,0.007371379,0.03062702],"study_design_scores_gemma":[0.003292086,0.0009755123,0.02615381,0.0009729729,0.0005306148,0.003035588,0.001061862,0.009507922,0.2433034,0.002671999,0.7078329,0.0006613452],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791064,0.01003185,0.0001695367,0.005478921,0.003610462,0.000244759,0.00003239106,0.00004906386,0.001276568],"genre_scores_gemma":[0.9949967,0.001950286,0.0007511286,0.00007884626,0.0008937456,0.00001271845,0.00001542244,0.00002272625,0.001278472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7056428,"threshold_uncertainty_score":0.6383732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04207179285972726,"score_gpt":0.415797482537965,"score_spread":0.3737256896782377,"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."}}