{"id":"W1973714552","doi":"10.5539/jas.v5n7p269","title":"Patterns and Factors of Farming Innovation in Taiwan","year":2013,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Originality; Business; Production (economics); Authorization; Marketing; Agricultural economics; Agricultural science; Geography; Economics; Political science; Creativity; Computer science","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":[0.0006404057,0.0001250411,0.0001766857,0.001784874,0.0005299847,0.0009209505,0.0003421817,0.000429702,0.002064781],"category_scores_gemma":[0.002554768,0.0001908217,0.0002986968,0.002744898,0.0006247021,0.000547377,0.0007030094,0.0004854121,0.0001973549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008408441,"about_ca_system_score_gemma":0.0009623844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02488986,"about_ca_topic_score_gemma":0.03566903,"domain_scores_codex":[0.9994503,0.0001228088,0.00007177113,0.0001043059,0.00007719264,0.0001736684],"domain_scores_gemma":[0.9967768,0.0008875594,0.001358032,0.0001597202,0.0003110727,0.0005068498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002138111,0.00002066926,0.9973146,0.0000055452,0.00001463162,0.0001392635,0.0007010489,0.00006211405,0.0001580165,0.00008949841,0.00003700251,0.001436128],"study_design_scores_gemma":[0.000001555116,0.00002767117,0.996812,0.000005999775,0.000004942128,0.0001032357,0.002484279,0.0003144141,0.00003752521,0.00005631041,0.0001478394,0.000004252724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995723,0.00005272542,0.00002295727,0.00004898593,5.87417e-7,0.000003217302,0.00003354223,0.000001033666,0.0002646087],"genre_scores_gemma":[0.9997472,0.00004133284,0.00002113801,0.000004667299,0.000001398477,0.000003738203,0.00005582177,6.725035e-7,0.0001239229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02488986,"threshold_uncertainty_score":0.04948997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103033355083518,"score_gpt":0.2557598322332829,"score_spread":0.2247294986824477,"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."}}