{"id":"W7018123090","doi":"","title":"Crop biotechnology, structure of primary production and socioeconomic changes in rural communities","year":2021,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Index (typography); Productivity; Crop; Socioeconomic status; Agriculture; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001211278,0.00009941985,0.0002557358,0.00003346473,0.0001617212,0.000007008196,0.0002695473,0.0002217358,0.0001402942],"category_scores_gemma":[0.00001196526,0.00004947904,0.00004888617,0.0001458082,0.0002416092,0.00007195697,0.000106541,0.0001973564,4.613697e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005396412,"about_ca_system_score_gemma":0.00002725403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004080841,"about_ca_topic_score_gemma":0.07597221,"domain_scores_codex":[0.9995524,0.00008231851,0.00009429549,0.00009803809,0.00006799475,0.0001049416],"domain_scores_gemma":[0.9996087,0.00004988903,0.0001719062,0.00007368221,0.00008354637,0.00001228771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001746914,0.00003464142,0.01580397,0.0003065126,0.00004721174,0.000001559445,0.008241664,0.000001687073,0.9379753,0.0001628325,0.0002905197,0.03695937],"study_design_scores_gemma":[0.00005777188,0.00004460481,0.8154619,0.00004676232,0.00002007064,0.000001322384,0.1796871,0.000001649957,0.003789903,0.0005828387,0.0002183643,0.00008765455],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951309,0.0005817442,2.599345e-8,0.003870874,0.00009676859,0.0001800553,0.00003121862,0.00001232569,0.00009611745],"genre_scores_gemma":[0.9969144,0.001109723,0.0000186551,0.000008752744,0.00002171966,1.506046e-7,0.0005170139,6.390295e-7,0.001408883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9341854,"threshold_uncertainty_score":0.9408889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0099240405737538,"score_gpt":0.1887345112029231,"score_spread":0.1788104706291693,"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."}}