{"id":"W3164441726","doi":"10.1186/s43170-021-00036-9","title":"Canadian perspectives on food security and plant breeding","year":2021,"lang":"en","type":"article","venue":"CABI Agriculture and Bioscience","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canada First Research Excellence Fund","keywords":"Commercialization; Food security; Plant breeding; Biotechnology; Emerging technologies; Business; Marketing; Agriculture; Biology; Computer science; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002603482,0.0004491508,0.0004247254,0.002145043,0.01458333,0.006269334,0.001151314,0.003577878,0.02241129],"category_scores_gemma":[0.003396243,0.0002301205,0.0004542157,0.004226752,0.006951184,0.001748126,0.002059151,0.00369832,0.0004729768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09897869,"about_ca_system_score_gemma":0.1273475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990133,"about_ca_topic_score_gemma":0.99261,"domain_scores_codex":[0.997526,0.0002977304,0.00003535509,0.0002043116,0.0008469998,0.001089605],"domain_scores_gemma":[0.994966,0.0009865584,0.0002496789,0.0001042244,0.001920263,0.001773242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001227547,0.0000617233,0.01937328,0.0007915916,0.00005254325,0.001490997,0.02848923,0.0004587339,0.001868381,0.3892032,0.4611243,0.09696326],"study_design_scores_gemma":[0.00001512447,0.00001960408,0.02911997,0.0004981954,0.00002151782,0.0002184327,0.01982583,0.0001486082,0.0001478233,0.009515368,0.9403997,0.00006973716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05592227,0.05675081,0.0006153437,0.5792742,0.002081481,0.00003089479,0.001376714,0.00005461064,0.3038937],"genre_scores_gemma":[0.7408909,0.06561548,0.001775515,0.09983043,0.000654584,0.00003731527,0.0008111165,0.00005444002,0.09033021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09897869,"threshold_uncertainty_score":0.7181441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165331813689742,"score_gpt":0.2016948483913623,"score_spread":0.1851616670223881,"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."}}