{"id":"W4205189521","doi":"10.2478/ebtj-2019-0006","title":"Future Biotechnology","year":2019,"lang":"en","type":"article","venue":"The EuroBiotech Journal","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biotechnology; Industrial biotechnology; Engineering ethics; Engineering; Biology","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":[0.002278407,0.0006749298,0.0003826561,0.0009767574,0.001240765,0.004669558,0.001100313,0.003185974,0.128296],"category_scores_gemma":[0.002662019,0.0002194605,0.0006105556,0.0008453925,0.001295794,0.002926355,0.002157474,0.00280518,0.0480203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002829738,"about_ca_system_score_gemma":0.0035608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124747,"about_ca_topic_score_gemma":0.001214985,"domain_scores_codex":[0.998612,0.0002647735,0.00006121029,0.0002837384,0.0005762865,0.0002019835],"domain_scores_gemma":[0.9984313,0.0002071156,0.0001292341,0.0002764046,0.0006311334,0.000324728],"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":[0.00007631956,0.000091116,0.000458388,0.0004996189,0.00001945478,0.0002286124,0.0002696485,0.0004047092,0.00400907,0.3802454,0.3830737,0.230624],"study_design_scores_gemma":[0.000003487696,0.00001446588,0.00007709261,0.0001002618,0.00000238982,0.00005905858,0.00004020672,0.00003416393,0.0003501321,0.01462182,0.9846934,0.000003403007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002883535,0.03409834,0.009178953,0.1032093,0.0179105,0.0001433625,0.001143386,0.0006032989,0.8308294],"genre_scores_gemma":[0.06445564,0.06343635,0.01542493,0.05510708,0.007734415,0.0002795088,0.003350254,0.0003043185,0.7899075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.128296,"threshold_uncertainty_score":0.4291928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003324636079971239,"score_gpt":0.2459993835798366,"score_spread":0.2426747474998653,"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."}}