{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007926166,0.0003439506,0.0003137066,0.00006199672,0.0006192309,0.0003671759,0.0005645463,0.000260565,0.0001368427],"category_scores_gemma":[0.0001932458,0.0001005912,0.00008358047,0.0006984635,0.0005172435,0.0007219558,0.0003323793,0.0003799264,0.0001583592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745204,"about_ca_system_score_gemma":0.00007564191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001060753,"about_ca_topic_score_gemma":0.0002172116,"domain_scores_codex":[0.9968271,0.00009503846,0.0003560712,0.0008308481,0.0009540475,0.0009368765],"domain_scores_gemma":[0.9976681,0.0004171432,0.0001003432,0.00005516081,0.001273834,0.0004853547],"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":[0.0001174796,0.0004084387,0.0268478,0.00009694495,0.00009303466,0.00001818939,0.00250968,1.168045e-7,0.1900581,0.506053,0.12973,0.1440673],"study_design_scores_gemma":[0.0006857406,0.000480987,0.2045535,0.0004856951,0.00001676655,0.00008200068,0.001617281,0.00004768771,0.01019073,0.7141603,0.0668328,0.0008465595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640709,0.0001955499,0.0000493839,0.03074268,0.0001246547,0.0005476551,0.00004838907,0.0001956419,0.004025152],"genre_scores_gemma":[0.993707,0.001006234,0.0001229301,0.00008157908,0.000682556,0.0001546509,0.00004588551,0.000003597826,0.004195543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2081073,"threshold_uncertainty_score":0.4762686,"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."}}