{"id":"W2084207437","doi":"10.1002/adem.201200356","title":"Spin of a Nanotech Spin‐Off","year":2012,"lang":"en","type":"article","venue":"Advanced Engineering Materials","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Intellectual property; Entrepreneurship; Engineering ethics; Transformational leadership; Spin offs; Nanotechnology; Spin (aerodynamics); Focus (optics); Knowledge management; Business; Political science; Engineering; Materials science; Public relations; Computer science; Physics; Industrial organization; Mechanical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001282701,0.0001475654,0.0002272383,0.0001302949,0.00002076438,0.000009148357,0.0001785349,0.000109442,0.00008496668],"category_scores_gemma":[0.00005722167,0.0001537071,0.00003170092,0.0002320239,0.00002664261,0.0001807323,0.00004048803,0.00009587502,0.00008215164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003523946,"about_ca_system_score_gemma":0.000005693147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002120739,"about_ca_topic_score_gemma":1.71453e-7,"domain_scores_codex":[0.9991056,0.000004284707,0.0002518165,0.00009829723,0.00009842451,0.0004415684],"domain_scores_gemma":[0.9995309,0.00002648168,0.00002586186,0.000307347,0.00002221279,0.00008716813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00000297355,0.00001609064,0.00001668594,0.0001044696,0.0000177244,4.957871e-7,0.00001747909,0.009580024,0.9844688,0.001949985,0.00006647252,0.003758797],"study_design_scores_gemma":[0.0001647985,0.00001963199,0.0005027411,0.00003881952,0.000005414453,0.000006563392,0.000006302083,0.0003488496,0.9887248,0.00009078129,0.00993799,0.0001532758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809339,0.001112168,0.01641332,0.00002480953,0.0004057543,0.0002148479,0.00003793831,0.0006937712,0.0001634731],"genre_scores_gemma":[0.9891677,0.0002476966,0.01026217,0.000003760171,0.00009274927,0.0001359998,0.00001179436,0.00004683209,0.00003125794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009871516,"threshold_uncertainty_score":0.6267992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006675990255074217,"score_gpt":0.2460969255443751,"score_spread":0.2394209352893009,"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."}}