{"id":"W4404590262","doi":"10.4108/eetsis.6068","title":"Scalable Information Systems for Agribusiness: Developing Farmers’ Digital Capabilities for E-commerce Platform Adoption","year":2024,"lang":"en","type":"article","venue":"ICST Transactions on Scalable Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Canada West","funders":"Bộ Giáo dục và Ðào tạo","keywords":"Agribusiness; E-commerce; Scalability; Business; Computer science; World Wide Web; Commerce; Knowledge management; Database; Agriculture","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":[0.004495146,0.000443819,0.0002217864,0.003285184,0.001044655,0.003052555,0.000514401,0.000476644,0.003557883],"category_scores_gemma":[0.01249124,0.0002157247,0.0005233639,0.003783744,0.0007040004,0.004173507,0.001960042,0.0006820503,0.000344834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003325254,"about_ca_system_score_gemma":0.007222555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082553,"about_ca_topic_score_gemma":0.01192592,"domain_scores_codex":[0.9985573,0.0005907321,0.0001287081,0.0001439302,0.0003823883,0.0001970791],"domain_scores_gemma":[0.990626,0.004510282,0.001604619,0.000324853,0.002070114,0.0008641096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000111248,0.0006984792,0.5283203,0.001905875,0.000145407,0.0007726661,0.02579744,0.002731951,0.005964614,0.02075841,0.00429936,0.4084942],"study_design_scores_gemma":[0.00004601862,0.0009751564,0.8066076,0.002352714,0.0002658977,0.0004142067,0.1026904,0.02044226,0.00732409,0.01442495,0.04432333,0.0001332201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251564,0.001292797,0.0159598,0.004538082,0.00003157468,0.001071237,0.0008831368,0.0001773821,0.0508897],"genre_scores_gemma":[0.976899,0.0007745576,0.02081907,0.00006463456,0.00000485107,0.000274924,0.0003313812,0.000006961166,0.0008246311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01082553,"threshold_uncertainty_score":0.02412653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0744809582291054,"score_gpt":0.3208122193789845,"score_spread":0.2463312611498791,"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."}}