{"id":"W1564117236","doi":"10.2139/ssrn.2307739","title":"Toward a Constructive Engagement: Agricultural Biotechnology as a Public Health Incentive for Less Developed Countries","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Incentive; Agricultural biotechnology; Constructive; Agriculture; Business; Public health; Biotechnology; Developing country; Economic growth; Economics; Medicine; Biology; Computer science; Nursing","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":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001194801,0.0002097832,0.0003979568,0.0002724488,0.0004698102,0.00001806267,0.0002343919,0.001570076,0.00004795731],"category_scores_gemma":[0.0001481798,0.0001469764,0.0001274464,0.0003276445,0.0004219171,0.0001364337,0.00006570493,0.007489055,0.00002687299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000972753,"about_ca_system_score_gemma":0.004977457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005879402,"about_ca_topic_score_gemma":0.0001532391,"domain_scores_codex":[0.9969906,0.00008915349,0.0003767431,0.0002762649,0.0001516505,0.002115648],"domain_scores_gemma":[0.9991388,0.00003817953,0.0002902984,0.0001424574,0.0002638143,0.0001264556],"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":[0.0003437828,0.0001329582,0.0007467903,0.00003050515,0.001157427,0.0000155621,0.002247717,3.571885e-8,0.0002324661,0.9667395,0.0002202391,0.02813295],"study_design_scores_gemma":[0.02131246,0.01605377,0.01210293,0.0005179735,0.0007827442,0.03934518,0.2448117,0.00002618545,0.03225581,0.5212359,0.1100023,0.001552962],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6471713,0.0120401,0.06639417,0.2675922,0.0008942916,0.001862645,0.00001770826,0.0004622921,0.003565301],"genre_scores_gemma":[0.9802255,0.01635145,0.001680673,0.001100965,0.00008128669,0.00003075048,0.00001319034,0.0000182501,0.0004979237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4455036,"threshold_uncertainty_score":0.9997261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05256191112507736,"score_gpt":0.2777314363187042,"score_spread":0.2251695251936269,"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."}}