{"id":"W2943098329","doi":"10.5539/jas.v11n6p32","title":"Understanding The Purpose and Potential Popularity of Mobile Phone Use in Zambia’s Maize Production","year":2019,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions","keywords":"Mobile phone; Popularity; Productivity; Business; Agricultural productivity; Production (economics); Agriculture; Agricultural economics; Marketing; Agricultural science; Economic growth; Geography; Economics; Political science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000741732,0.0001536682,0.0001698432,0.0007030435,0.0004483333,0.0008126826,0.0002551305,0.0002862992,0.001662888],"category_scores_gemma":[0.002234838,0.0001588265,0.0002489176,0.001018761,0.0004161131,0.0005852364,0.0005338411,0.0004581502,0.0001234847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007515111,"about_ca_system_score_gemma":0.0005759235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06824415,"about_ca_topic_score_gemma":0.1143571,"domain_scores_codex":[0.9995697,0.0001491436,0.00002439907,0.00006800213,0.00004014457,0.0001485535],"domain_scores_gemma":[0.9991369,0.0002545603,0.0004552263,0.00003995988,0.00006042867,0.00005303137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003846643,0.00002767721,0.9857172,0.00007515227,0.00005220391,0.0002152936,0.003995612,0.0001881002,0.0009159621,0.0006362322,0.0002303557,0.007907836],"study_design_scores_gemma":[9.552812e-7,0.00001509027,0.9960942,0.00004765852,0.00002382334,0.00004022811,0.002660374,0.0003036428,0.00006936702,0.00005928806,0.0006824994,0.000002898101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983059,0.0003971189,0.0001448687,0.0003009334,0.000002439416,0.000008224501,0.0002121013,0.000001400529,0.0006268953],"genre_scores_gemma":[0.9994894,0.0001741178,0.0001057279,0.00002480993,0.000001394686,0.000005549872,0.00006314488,5.176185e-7,0.0001352389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06824415,"threshold_uncertainty_score":0.1356938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0641075790560565,"score_gpt":0.2522880145292699,"score_spread":0.1881804354732133,"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."}}