{"id":"W2767014200","doi":"10.5539/sar.v7n1p33","title":"Exploring Opportunities for Enhancing Innovation in Agriculture: The Case of Cocoa (Theobroma cacao L.) Production in Ghana","year":2017,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cocoa Research Institute of Ghana","keywords":"Business; Livelihood; Focus group; Agricultural diversification; Agricultural science; Agriculture; Theobroma; Participatory rural appraisal; Diversification (marketing strategy); Agricultural economics; Marketing; Economics; Geography","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":[0.002791628,0.0003953582,0.0002489566,0.001087622,0.004089056,0.004460636,0.0008333351,0.001767864,0.002881504],"category_scores_gemma":[0.0024631,0.0002492991,0.0003534394,0.001342267,0.003847111,0.003076708,0.003277249,0.0008235647,0.0001921447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003705834,"about_ca_system_score_gemma":0.003151447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004546058,"about_ca_topic_score_gemma":0.01481032,"domain_scores_codex":[0.9973929,0.001726364,0.0000400741,0.00009978731,0.0001579513,0.0005829625],"domain_scores_gemma":[0.9952199,0.003406782,0.0005601001,0.00009028161,0.0001956204,0.0005273249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004168141,0.0009612151,0.06521741,0.002742911,0.00006105743,0.1012208,0.6428509,0.00244492,0.01597884,0.05372814,0.002873831,0.1115032],"study_design_scores_gemma":[0.00006792725,0.0007323924,0.03580986,0.001129786,0.00004696226,0.005253724,0.8739285,0.002007335,0.001905011,0.007989069,0.0710932,0.00003629239],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647952,0.001005782,0.001711416,0.003947515,0.00001609753,0.0002369373,0.00003025022,0.00001006977,0.02824673],"genre_scores_gemma":[0.9951745,0.0007891299,0.002220906,0.0001278453,0.000006166223,0.00005667585,0.000007907355,0.000002702634,0.001614245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004546058,"threshold_uncertainty_score":0.02688777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.346546524425681,"score_gpt":0.357569471636293,"score_spread":0.01102294721061203,"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."}}