{"id":"W1964454470","doi":"10.1177/0270467604263125","title":"Some Reflections on Teaching Biotechnology, Nanotechnology, and Information Technology","year":2004,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Nanotechnology; Biotechnology; Engineering; Engineering ethics; Data science; Biochemical engineering; Materials science; Computer science; 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":[0.01945362,0.001261342,0.000862314,0.00146528,0.01625382,0.01493621,0.002979926,0.01550081,0.01390832],"category_scores_gemma":[0.0420434,0.0008883656,0.001356692,0.002211598,0.01637777,0.01155324,0.007195631,0.0409177,0.002020928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01198449,"about_ca_system_score_gemma":0.01387902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02613592,"about_ca_topic_score_gemma":0.07360246,"domain_scores_codex":[0.9840189,0.009447332,0.0005207609,0.0005632078,0.003263518,0.002186287],"domain_scores_gemma":[0.9569876,0.02783386,0.001121414,0.0007255303,0.005555759,0.007775757],"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":[0.0003168566,0.0007223937,0.001160551,0.001122625,0.00004966736,0.001403058,0.07190455,0.0004384403,0.00169136,0.1263312,0.7215287,0.07333067],"study_design_scores_gemma":[0.00009352359,0.0001512238,0.001562073,0.001120299,0.00003150949,0.0002297995,0.07367638,0.00008043776,0.0006554675,0.01953555,0.9028126,0.00005117432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003650917,0.0100878,0.0006868069,0.9317874,0.02899898,0.00004097172,0.00003250072,0.00002952031,0.02468507],"genre_scores_gemma":[0.1372606,0.03778414,0.003647955,0.656455,0.0244186,0.0002477616,0.0001127849,0.0002789899,0.1397941],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02613592,"threshold_uncertainty_score":0.1028818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00635744347846463,"score_gpt":0.2351285043256337,"score_spread":0.2287710608471691,"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."}}