{"id":"W2759771364","doi":"","title":"Nanotechnology Applications: an Analytic Comparison","year":2017,"lang":"en","type":"article","venue":"Journal of Advanced Computer Science and Technology","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Nanotechnology; Carbon nanotube; Computer science; Applications of nanotechnology; Engineering; Materials science","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":[0.0003257757,0.0001025035,0.0002471551,0.0009016088,0.0005352743,0.0001075814,0.001675848,0.0001501321,0.000001424383],"category_scores_gemma":[0.00007412962,0.00009129153,0.00002046524,0.0006804479,0.001715071,0.0006667919,0.0002264342,0.0004375351,0.000005437303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005517929,"about_ca_system_score_gemma":0.0000849399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.300258e-7,"about_ca_topic_score_gemma":0.000003824199,"domain_scores_codex":[0.9990035,0.000003948096,0.0002876025,0.0001998817,0.000203156,0.0003019426],"domain_scores_gemma":[0.9985136,0.00001813586,0.0001973019,0.0007594767,0.0004085397,0.0001029482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003099874,0.00004017054,0.000925192,0.000007903504,0.00001380732,0.000008173737,0.00001326509,0.0008960462,0.07877114,0.01510899,0.00005516664,0.904157],"study_design_scores_gemma":[0.002496823,0.002395676,0.005101878,0.0001219238,0.00005846141,0.001802088,0.0004607755,0.24694,0.4318955,0.219783,0.08808545,0.0008583902],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7190871,0.0008929126,0.2763261,0.00297871,0.0001574922,0.0001892595,0.000001413889,0.000274075,0.00009293467],"genre_scores_gemma":[0.941242,0.0003033442,0.05835766,0.00001763431,0.00004822979,0.00001967927,1.800928e-7,0.000007522927,0.000003697189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9032987,"threshold_uncertainty_score":0.6319249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01170551230079625,"score_gpt":0.3061395417010233,"score_spread":0.2944340294002271,"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."}}