{"id":"W1927280533","doi":"10.1109/ccece.2004.1347508","title":"Plenary Session 1 - Science and Engineering Research in the next 25 years - some general features","year":2004,"lang":"en","type":"article","venue":"","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Plenary session; Session (web analytics); Computer science; Science and engineering; Engineering ethics; Engineering; Library science; World Wide Web","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":[0.00287314,0.001870213,0.002429349,0.001570666,0.003104751,0.005007112,0.001844349,0.006779537,0.0852327],"category_scores_gemma":[0.001815429,0.000372352,0.001917588,0.001456003,0.0006154578,0.003246809,0.005324684,0.004399014,0.04723037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002316696,"about_ca_system_score_gemma":0.001937577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006854875,"about_ca_topic_score_gemma":0.001854779,"domain_scores_codex":[0.9988956,0.000167774,0.00007300608,0.0002263033,0.0003117542,0.0003254915],"domain_scores_gemma":[0.9980651,0.0001764816,0.0000916991,0.00007468947,0.00050617,0.001085883],"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":[0.001133303,0.0004466272,0.0005293975,0.00141955,0.00006018725,0.0003246872,0.0002137016,0.0004109127,0.008668357,0.01046892,0.8720657,0.1042586],"study_design_scores_gemma":[0.00009776974,0.0004329209,0.002019688,0.0003348207,0.0000269496,0.0001818174,0.0002314418,0.0001406819,0.001480268,0.00855373,0.9864584,0.00004164696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.009089389,0.1418636,0.01287485,0.149876,0.4896234,0.002052281,0.003589297,0.001070302,0.1899608],"genre_scores_gemma":[0.02375097,0.04202848,0.004801501,0.03754164,0.144195,0.001559256,0.004232972,0.0004428083,0.7414474],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0852327,"threshold_uncertainty_score":0.2851318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095382474994886,"score_gpt":0.2833381165409903,"score_spread":0.2423842917910415,"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."}}