{"id":"W2050646153","doi":"10.1007/s13562-012-0128-z","title":"Gene technology in agriculture, environment and biopharming: beyond Bt-rice and building better breeding budgets for crops","year":2012,"lang":"en","type":"article","venue":"Journal of Plant Biochemistry and Biotechnology","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Biotechnology; Biology; Agriculture; Multinational corporation; Genetically modified crops; Bt cotton; Green Revolution; Agricultural biotechnology; Crop; Gene technology; Business; Gene; Agronomy; Ecology; Transgene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001935456,0.0001733062,0.0002201736,0.0001393921,0.00005648037,0.00001348583,0.0001066014,0.0005289302,9.627223e-7],"category_scores_gemma":[0.00005406149,0.0001453223,0.00003362287,0.00006810701,0.0001290771,0.000007928827,0.0001507535,0.0002216687,9.592253e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001282194,"about_ca_system_score_gemma":0.000009306033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001768551,"about_ca_topic_score_gemma":5.601726e-7,"domain_scores_codex":[0.9991512,0.000006445775,0.0002707279,0.000218735,0.0000578467,0.0002950468],"domain_scores_gemma":[0.9996343,0.00001840802,0.000138638,0.00009942502,0.00001929257,0.00008990698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004613835,0.00003381615,0.005264231,0.0000691767,0.0000447449,0.000008895982,0.00001810767,0.000003311186,0.9909061,0.00004337039,0.0001183209,0.003443771],"study_design_scores_gemma":[0.0006807718,0.0002247892,0.0009647125,0.00003113816,0.00003676227,0.002172635,0.0001393106,0.0000153719,0.9863345,0.00009906287,0.009122313,0.0001786317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799203,0.01688598,0.00185324,0.001120815,0.00007952667,0.00008985158,0.00003721653,0.000006912385,0.000006156948],"genre_scores_gemma":[0.9868459,0.003891095,0.008902795,0.00006233572,0.0002412923,0.00000589574,0.00001362726,0.00001068591,0.00002637296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01299489,"threshold_uncertainty_score":0.5926072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004782703961022374,"score_gpt":0.2314359046744908,"score_spread":0.2266532007134685,"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."}}