{"id":"W4245884680","doi":"10.1079/cabicomm-62-8150","title":"Agricultural knowledge and information flows within smallholder farming households in Ghana: Intra-household Study","year":2020,"lang":"en","type":"report","venue":"","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Agriculture and Agri-Food Canada; Ministry of Agriculture of the People's Republic of China; Department for International Development; Bill and Melinda Gates Foundation","keywords":"Agriculture; Agricultural economics; Geography; Business; Socioeconomics; Agricultural science; Economics; Environmental science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0009837038,0.0002194653,0.0003390788,0.00124796,0.001487643,0.001132067,0.0002867565,0.0004706462,0.003453788],"category_scores_gemma":[0.003048662,0.0003160675,0.0001536179,0.002126806,0.0007914791,0.001687757,0.001084091,0.0003803306,0.0003508677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009273015,"about_ca_system_score_gemma":0.0007411251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01746473,"about_ca_topic_score_gemma":0.02388893,"domain_scores_codex":[0.9991871,0.0003616367,0.00007003284,0.0001137496,0.00007426849,0.0001932503],"domain_scores_gemma":[0.9970403,0.001324607,0.0008446653,0.0001095115,0.0003118457,0.0003688811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001117583,0.0003078525,0.7744093,0.0001531075,0.00002627873,0.001562472,0.2054949,0.00007208573,0.0008119423,0.0001530938,0.0002772638,0.01662014],"study_design_scores_gemma":[0.00001024677,0.0003096501,0.5885777,0.0001097566,0.00002615197,0.0005094344,0.4079207,0.0002978549,0.0002351241,0.0001098622,0.001874472,0.0000190928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994556,0.00004015821,0.00005739713,0.00005148903,8.514386e-7,0.0000227901,0.00007293215,8.531341e-7,0.0002978185],"genre_scores_gemma":[0.9993182,0.0001263709,0.0001215058,0.00003569198,0.000002625673,0.00003006615,0.00005093563,8.427397e-7,0.0003137124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01746473,"threshold_uncertainty_score":0.03472614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04192362977804286,"score_gpt":0.2414062568574653,"score_spread":0.1994826270794224,"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."}}