{"id":"W3159635671","doi":"10.24908/iqurcp.9099","title":"11. Traditional Knowledge and Modern Agriculture","year":2016,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Context (archaeology); Sustainable agriculture; Traditional knowledge; Business; Food security; Resource (disambiguation); Environmental resource management; Geography; Computer science; Economics; Ecology","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":[0.002877561,0.0001699001,0.0002072636,0.001588819,0.003426317,0.006626215,0.0005618963,0.001563673,0.00713047],"category_scores_gemma":[0.00361053,0.0001034417,0.0002058721,0.003348225,0.02476725,0.006026226,0.00275893,0.001806756,0.0006131629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005898412,"about_ca_system_score_gemma":0.004893598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316479,"about_ca_topic_score_gemma":0.01940524,"domain_scores_codex":[0.997714,0.001181646,0.0001016234,0.0002079081,0.0005295047,0.0002653693],"domain_scores_gemma":[0.9959037,0.002400922,0.0004656655,0.0004254259,0.0005811528,0.0002232967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009732331,0.00001990809,0.001698656,0.0001389075,0.000002933431,0.0001527411,0.03954964,0.0001545981,0.0001284764,0.9370921,0.003158439,0.01789385],"study_design_scores_gemma":[0.000007738411,0.00004374532,0.007395048,0.0008680249,0.000007125077,0.0003811776,0.07478706,0.0002936616,0.0003534429,0.4273011,0.4885378,0.0000241075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08658922,0.01667958,0.006955205,0.04887258,0.0004353425,0.00005767254,0.0001744684,0.00002662438,0.8402094],"genre_scores_gemma":[0.9511067,0.009341197,0.003611846,0.00421262,0.0002808131,0.0000424205,0.00007617703,0.0000181976,0.03130994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01316479,"threshold_uncertainty_score":0.04279619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177364966463194,"score_gpt":0.308332662956621,"score_spread":0.1905961663103017,"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."}}