{"id":"W2091285778","doi":"10.1109/mnano.2010.938649","title":"Breaking Ground, Building Bridges [Editor's Desk","year":2010,"lang":"en","type":"article","venue":"IEEE Nanotechnology Magazine","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Desk; Key (lock); Engineering ethics; Center (category theory); Engineering; Engineering management; Graduate education; Research center; Political science; Engineering physics; Medical education; Computer science; Medicine; Mechanical engineering; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002114979,0.0002845736,0.0002919442,0.0005360118,0.0002062238,0.00004887772,0.000814614,0.0009405739,0.00007777443],"category_scores_gemma":[0.0001411223,0.000299019,0.00008019301,0.0007766479,0.0004915801,0.0001806064,0.0001089485,0.001700254,0.000704749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006534439,"about_ca_system_score_gemma":0.00003235218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001411224,"about_ca_topic_score_gemma":0.0001206351,"domain_scores_codex":[0.9982955,0.00001141633,0.0003060096,0.0004085187,0.0001977537,0.000780807],"domain_scores_gemma":[0.998804,0.0001048584,0.00004744785,0.0008450484,0.00008558275,0.0001130531],"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":[0.000004325566,0.00003138191,0.0004792574,0.00001742384,0.00003282874,0.00002103747,0.000006794379,0.0001803252,0.9561433,0.005990207,0.01144042,0.02565266],"study_design_scores_gemma":[0.000597502,0.00006135849,0.0009535504,0.00002091219,0.0000231303,0.0002736511,0.000015828,0.00630502,0.7428719,0.005416525,0.2429737,0.0004868975],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544903,0.0002255559,0.0346726,0.001758023,0.003574803,0.0003106102,0.00002413172,0.004307315,0.0006366338],"genre_scores_gemma":[0.990836,0.0001156889,0.007243514,0.00004543344,0.001339858,0.0001816817,0.000008497736,0.00007816825,0.0001512149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2315333,"threshold_uncertainty_score":0.9999462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00706336646973346,"score_gpt":0.2432418206518505,"score_spread":0.2361784541821171,"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."}}