{"id":"W2041703086","doi":"10.1111/1475-4959.00052","title":"Decision–making and innovation among small–scale yam farmers in central Jamaica: a dynamic, pragmatic and adaptive process","year":2002,"lang":"en","type":"article","venue":"Geographical Journal","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Scale (ratio); Pejorative; Marketing; Agriculture; Business; Process (computing); Small farm; Modernization theory; Decision-making; Economics; Economic growth; Political science; Geography; Computer science","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":[0.002901712,0.0001579234,0.0002073027,0.0004230453,0.004700877,0.003001858,0.0005559479,0.0009955069,0.0014977],"category_scores_gemma":[0.005739093,0.0001581879,0.0001171721,0.0005745865,0.006439524,0.000987983,0.001777947,0.0008298184,0.00008014806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00502971,"about_ca_system_score_gemma":0.0046146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06481066,"about_ca_topic_score_gemma":0.1188312,"domain_scores_codex":[0.9983783,0.001041398,0.00003683632,0.0001386782,0.0001078932,0.0002967556],"domain_scores_gemma":[0.994504,0.004207753,0.0005448379,0.0001274937,0.0001888881,0.0004270185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003751173,0.0006863697,0.1559063,0.0002875851,0.00006387345,0.008812708,0.7512479,0.003241319,0.00684451,0.01806252,0.001303314,0.05316845],"study_design_scores_gemma":[0.00009291128,0.0002432745,0.1563527,0.0001599427,0.00003494925,0.0004822353,0.8052774,0.004503875,0.001163034,0.0129705,0.01866071,0.00005847716],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994644,0.0000781578,0.0002536286,0.00104647,0.000002738321,0.00002755218,0.000005386719,0.000001881003,0.00394022],"genre_scores_gemma":[0.9991596,0.00007757927,0.000157537,0.00004619355,0.000001452492,0.000006713411,0.000003833396,4.546528e-7,0.0005467687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06481066,"threshold_uncertainty_score":0.1288669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830504743407585,"score_gpt":0.2442901775592939,"score_spread":0.2259851301252181,"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."}}