{"id":"W2136718213","doi":"10.1007/s10460-012-9397-3","title":"Henk Bakker: Food security in Africa and Asia, strategies for small-scale agricultural development","year":2012,"lang":"en","type":"article","venue":"Agriculture and Human Values","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Food security; Agriculture; Scale (ratio); Agricultural development; Agricultural economics; Geography; Economic growth; Business; Economics; Archaeology; Cartography","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":[0.001613099,0.0007096569,0.0003606026,0.0009371325,0.002478977,0.00575557,0.001064587,0.007339692,0.00821836],"category_scores_gemma":[0.003187054,0.0002194617,0.0001682429,0.001543449,0.002157189,0.006931171,0.002155609,0.003287549,0.001262866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003782578,"about_ca_system_score_gemma":0.006198718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05836328,"about_ca_topic_score_gemma":0.0896066,"domain_scores_codex":[0.9992398,0.0002835398,0.00004002957,0.0000972132,0.000182135,0.0001572549],"domain_scores_gemma":[0.9988315,0.0005767733,0.00007225418,0.00002576432,0.0002592202,0.0002345686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001696721,0.00005843692,0.0008961568,0.0004594488,0.00002134258,0.0004609502,0.003345615,0.0008878237,0.0005485133,0.1923992,0.739204,0.06154879],"study_design_scores_gemma":[0.0000328651,0.00002470053,0.00327705,0.0006056822,0.00002130465,0.0002099678,0.009184379,0.0008302912,0.001046551,0.08699092,0.897703,0.00007325146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01058784,0.2323875,0.002419136,0.655405,0.01906146,0.00009425201,0.000407941,0.0000863308,0.07955057],"genre_scores_gemma":[0.292005,0.234877,0.006352242,0.1061419,0.01016503,0.0002273117,0.0003019503,0.0002089868,0.3497206],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05836328,"threshold_uncertainty_score":0.1160471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290394895403424,"score_gpt":0.2393282669242106,"score_spread":0.2064243179701764,"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."}}