{"id":"W2555938770","doi":"10.1108/eemcs-03-2016-0025","title":"Last mile farm inputs: farm shop delivers","year":2016,"lang":"en","type":"article","venue":"Emerald Emerging Markets Case Studies","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Marketing; Business; Turnkey; Quality (philosophy); Profit (economics); Productivity; Entrepreneurship; Economics; Finance; Economic growth; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006123641,0.0003004831,0.0003195195,0.0003019487,0.0006176431,0.00009759699,0.0001653927,0.00005482254,0.00102111],"category_scores_gemma":[0.0002054692,0.000228181,0.0001036783,0.0003278467,0.0001349527,0.0004753587,0.0003571468,0.00009834542,0.0005081102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001541091,"about_ca_system_score_gemma":0.00002169017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001480211,"about_ca_topic_score_gemma":0.0004454456,"domain_scores_codex":[0.998422,0.0000182347,0.000490949,0.0004124859,0.0001928808,0.0004634346],"domain_scores_gemma":[0.9991229,0.00008172543,0.0002160989,0.0002294175,0.0003323188,0.00001753195],"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":[0.0001691199,0.0001656572,0.02842688,0.0004714774,0.001520093,0.001867331,0.002770072,0.00001663276,0.0006246956,0.03395966,0.5779617,0.3520467],"study_design_scores_gemma":[0.001205358,0.000005911243,0.002423943,0.0001047456,0.00005170645,0.00004833613,0.002679501,0.00009624768,0.00005441393,0.0005578863,0.99222,0.0005519254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8789384,0.0004861335,0.000340999,0.03072738,0.00352519,0.0004593318,0.00001252283,0.0005106634,0.08499935],"genre_scores_gemma":[0.9610216,0.0004258462,0.0004307356,0.02171827,0.00135353,0.00008662575,0.0000156045,0.00006128115,0.01488648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4142584,"threshold_uncertainty_score":0.9998921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02397949109759951,"score_gpt":0.2573667905703254,"score_spread":0.2333872994727259,"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."}}