{"id":"W2069308397","doi":"10.1089/ind.2007.3.190","title":"ROUNDTABLE DISCUSSION: Food biotechnology: Approaches, challenges, opportunities","year":2007,"lang":"en","type":"article","venue":"Industrial Biotechnology","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biotechnology; Biochemical engineering; Biology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009638954,0.002607184,0.001317564,0.000995094,0.006002218,0.007355123,0.00322024,0.02839659,0.06607497],"category_scores_gemma":[0.01231372,0.0007637242,0.002088763,0.0007958323,0.001972455,0.006783446,0.00506591,0.01609309,0.02137995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00373333,"about_ca_system_score_gemma":0.006124116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001591414,"about_ca_topic_score_gemma":0.003253069,"domain_scores_codex":[0.9960589,0.001114046,0.0002313623,0.0003947258,0.001246182,0.0009548431],"domain_scores_gemma":[0.9840845,0.004981815,0.001307053,0.000362801,0.00398886,0.005274879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002233019,0.0001036485,0.0001467111,0.0002244878,0.00001435877,0.000261378,0.0002579781,0.0001462499,0.00106153,0.002596261,0.9838869,0.01107705],"study_design_scores_gemma":[0.00006981276,0.0001502664,0.0007011993,0.0001756073,0.00001853076,0.0001553964,0.001179655,0.0002160141,0.0006005298,0.003019555,0.9936609,0.00005240001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002210771,0.009897489,0.002960507,0.5889266,0.3721687,0.0007436331,0.0004240495,0.0003427937,0.02232553],"genre_scores_gemma":[0.02308754,0.01363815,0.007575377,0.5257342,0.1868528,0.001996052,0.001420852,0.0005200565,0.2391751],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06607497,"threshold_uncertainty_score":0.2210428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2792247238499349,"score_gpt":0.286785824352572,"score_spread":0.007561100502637141,"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."}}