{"id":"W4249079152","doi":"10.4324/9781315543017-26","title":"The gene revolution and the future of agriculture","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Green Revolution; Geography; Archaeology","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":[0.0003722919,0.0001575351,0.0001982863,0.000003201897,0.0007237228,0.000107722,0.000620589,0.0002926024,0.0002901384],"category_scores_gemma":[0.00003574957,0.00002646445,0.0001131107,0.00001189659,0.0006617672,0.00001986168,0.0002687943,0.0002983793,0.00002852262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001012248,"about_ca_system_score_gemma":0.000009558121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009444973,"about_ca_topic_score_gemma":0.001445957,"domain_scores_codex":[0.9990398,0.0000414696,0.000174055,0.0002224843,0.0003501064,0.0001721232],"domain_scores_gemma":[0.9992301,0.0002345009,0.0001518141,0.0001648174,0.0001613294,0.00005744791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001024739,0.000008606562,0.0000145363,0.0000125131,0.00007467104,0.000002301675,0.00004114997,2.013346e-7,0.03883215,0.6545328,0.02271863,0.28366],"study_design_scores_gemma":[0.0001703925,0.00009463744,0.008627285,0.00001987395,0.00003315963,0.00001573204,0.00006844874,0.000003644767,0.0009510777,0.04857343,0.9412875,0.0001548414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004059366,0.0312131,0.000004135263,0.04349561,0.0004063274,0.001381637,0.0000995734,0.00004249649,0.9192978],"genre_scores_gemma":[0.0502523,0.02055635,0.00006566297,0.00009858146,0.001563806,0.00001144288,0.00003700691,0.000001935398,0.9274129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9185688,"threshold_uncertainty_score":0.5566364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732680269893223,"score_gpt":0.2126445986070322,"score_spread":0.1953177959080999,"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."}}