{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004149323,0.000146003,0.000174239,0.0001219999,0.0003896843,0.0002699179,0.0001204976,0.0001270306,0.0002066635],"category_scores_gemma":[0.0001483676,0.00005556713,0.0000366962,0.0021981,0.0001423434,0.0005270083,0.00004755177,0.0005123033,0.00000133929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001602967,"about_ca_system_score_gemma":0.000003282176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002455727,"about_ca_topic_score_gemma":0.0006426134,"domain_scores_codex":[0.9987147,0.00009041507,0.0004183138,0.0002324998,0.0002194593,0.000324655],"domain_scores_gemma":[0.9991367,0.000316854,0.0002529686,0.00002522645,0.0001735859,0.00009466722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007110846,0.0001747272,0.4226965,0.0000114609,0.00003133238,0.00002504766,0.0006232723,0.00002570163,0.002086263,0.00067894,0.00008855617,0.5734871],"study_design_scores_gemma":[0.000236597,0.0001786766,0.988351,0.0001383066,0.0000153842,0.0002015221,0.002541589,0.002903784,0.000005414723,0.004916671,0.0003304005,0.0001806941],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971918,0.000369961,0.000087276,0.001842935,0.00006189316,0.0001643073,0.000006179112,0.00001818844,0.000257406],"genre_scores_gemma":[0.9984125,0.0004060119,0.0009025719,0.000165026,0.00008063448,0.000008794247,0.000005951149,9.981295e-7,0.00001744989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5733064,"threshold_uncertainty_score":0.2997176,"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."}}