{"id":"W2476901289","doi":"10.15377/2409-9848.2016.03.01.2","title":"Ascending Series Analysis of the Transition Layer","year":2016,"lang":"en","type":"article","venue":"Journal of Modern Mechanical Engineering and Technology","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Series (stratigraphy); Transition (genetics); Transition layer; Layer (electronics); Chemistry; Materials science; Geology; Nanotechnology","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":[0.0004054744,0.0004169523,0.0003466741,0.0007946694,0.0003467322,0.0009254634,0.0004624164,0.0003823098,0.001539409],"category_scores_gemma":[0.001946552,0.00009962394,0.0004642606,0.0004141011,0.0008030747,0.001283286,0.0005720824,0.0007863658,0.0002666708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005510243,"about_ca_system_score_gemma":0.0006541188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001908689,"about_ca_topic_score_gemma":0.0008587234,"domain_scores_codex":[0.9998276,0.00003267728,0.00000816284,0.00002264445,0.0000761355,0.00003280061],"domain_scores_gemma":[0.9996903,0.000113129,0.0000419914,0.00002523754,0.0001066735,0.000022796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007900093,0.00006777184,0.001887555,0.0001955664,0.00002049194,0.0005363321,0.0003681295,0.3601101,0.04520797,0.5516775,0.001098531,0.03875107],"study_design_scores_gemma":[0.000003935522,0.00004244494,0.0004164032,0.00001927915,0.000007566207,0.0001231944,0.0000732023,0.9497073,0.00909435,0.03848722,0.002014271,0.00001083213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2389137,0.0009290758,0.7224029,0.0002450621,0.0001339858,0.00005179488,0.00006598399,0.000292866,0.03696467],"genre_scores_gemma":[0.9516787,0.0007390981,0.03669285,0.00009273324,0.00005361387,0.00003430937,0.00006641962,0.00009134963,0.01055083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001908689,"threshold_uncertainty_score":0.005149841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006548676931763552,"score_gpt":0.1907979275166125,"score_spread":0.184249250584849,"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."}}