{"id":"W2763059984","doi":"10.5539/jsd.v10n6p1","title":"Adoption and Factors Affecting Farmer’s Adoption of Technologies in Farming System: A Case Study of Improved Technologies in ICARDA’s Arabian Peninsula Regional Program","year":2017,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marketing; Business; Agriculture; Population; Peninsula; Citizen journalism; Emerging technologies; Geography; Computer 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":[0.0009083525,0.0001401084,0.0003381505,0.0001762733,0.0003084427,0.00009693987,0.0002415505,0.0001313424,0.000001078431],"category_scores_gemma":[0.0003395473,0.00005778575,0.00003561862,0.0004615816,0.00008350428,0.000627743,0.0001786749,0.000273096,5.653618e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821942,"about_ca_system_score_gemma":0.00004660952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012614,"about_ca_topic_score_gemma":0.0009940055,"domain_scores_codex":[0.9986491,0.00005687353,0.0007012306,0.000163701,0.0002043432,0.000224779],"domain_scores_gemma":[0.9979032,0.0001166117,0.001439547,0.00006525054,0.0004570838,0.0000183424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001574497,0.001036069,0.7333951,0.0003747247,0.00007892833,0.001152017,0.005995798,0.00004531176,0.02241404,0.000236076,0.000007325739,0.2351071],"study_design_scores_gemma":[0.0002824113,0.0005345707,0.3812599,0.0001478778,0.00001065411,0.0002421219,0.6160105,0.00002720957,0.001244293,0.00002018057,0.0001324167,0.00008784051],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987587,0.0001927269,0.000002169036,0.0002942717,0.000031664,0.0006603858,6.607042e-7,0.00003165306,0.00002774395],"genre_scores_gemma":[0.998879,0.00005799924,0.001006954,6.44802e-7,0.000009282267,0.00002348933,0.000001872572,9.833188e-7,0.00001972937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6100147,"threshold_uncertainty_score":0.2372323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03843812852459325,"score_gpt":0.2812611612286618,"score_spread":0.2428230327040686,"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."}}