{"id":"W2166276477","doi":"10.1002/cjce.5450780621","title":"The many faces of biotechnology","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Engineering; Library science; Management; Social science; Sociology; Psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0107949,0.00101274,0.001394718,0.002225133,0.01162681,0.0197511,0.001864673,0.00893236,0.01701659],"category_scores_gemma":[0.01797424,0.0005623928,0.0006792701,0.002419311,0.0447979,0.02239305,0.007931272,0.01895365,0.003518988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007872103,"about_ca_system_score_gemma":0.01357843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01700741,"about_ca_topic_score_gemma":0.02951487,"domain_scores_codex":[0.9897957,0.003062785,0.0002303025,0.0007706129,0.00498601,0.001154566],"domain_scores_gemma":[0.9888514,0.005105642,0.000480485,0.000852007,0.002279234,0.002431268],"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":[0.00003531213,0.00002775712,0.0003756636,0.0001666942,0.00002012671,0.0001154217,0.002908491,0.0001877508,0.0002576727,0.7807831,0.1803799,0.03474225],"study_design_scores_gemma":[0.00001009363,0.00001206978,0.0003523092,0.0002444769,0.000006777324,0.0000867457,0.003441252,0.0001361549,0.000073606,0.3630174,0.6325907,0.00002839115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0020003,0.08468364,0.004067848,0.7482738,0.01373922,0.00001640106,0.00007929702,0.00007965301,0.1470599],"genre_scores_gemma":[0.2614894,0.152916,0.01160207,0.3992501,0.04561922,0.0001855378,0.0001763416,0.0002783391,0.128483],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0197511,"threshold_uncertainty_score":0.05711639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003881342487080428,"score_gpt":0.1790483764413296,"score_spread":0.1751670339542492,"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."}}