{"id":"W2014252882","doi":"10.4028/www.scientific.net/amm.166-169.636","title":"Development and some Prospects of the Shaft Lining Structure","year":2012,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Civil and Geotechnical Engineering Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Mechanism (biology); Structural engineering; Engineering; Composite number; Current (fluid); Materials science; Forensic engineering; Composite material; Physics","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":[0.0003276427,0.0002521221,0.0001188872,0.000594489,0.0003952963,0.0003725903,0.000474209,0.0008707303,0.003400046],"category_scores_gemma":[0.0002796006,0.0001882476,0.0002454916,0.0003163817,0.0003679461,0.0008520152,0.0003469404,0.0003221821,0.0009038442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767937,"about_ca_system_score_gemma":0.0004746441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132464,"about_ca_topic_score_gemma":0.0009261708,"domain_scores_codex":[0.9998423,0.00002415215,0.000007375773,0.00002037995,0.00008484013,0.00002085793],"domain_scores_gemma":[0.9999061,0.000008552726,0.00001284845,0.00001096519,0.00004609924,0.00001537972],"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":[0.0001453978,0.000131127,0.01186232,0.0009340875,0.00001738113,0.001718584,0.0008878456,0.02678898,0.06974073,0.2389409,0.01211965,0.6367131],"study_design_scores_gemma":[0.00007497324,0.001624156,0.0303773,0.0007310924,0.00009011283,0.01107873,0.001122556,0.1370851,0.03949898,0.09865037,0.6795157,0.0001510219],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3024872,0.0631211,0.3959816,0.004951617,0.001130254,0.0001612239,0.0003005615,0.001096555,0.2307699],"genre_scores_gemma":[0.7805685,0.03844277,0.1236898,0.0003596235,0.0006145762,0.0001037238,0.0003130774,0.00005001853,0.05585791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003400046,"threshold_uncertainty_score":0.01137435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008009964427217386,"score_gpt":0.1972537445304166,"score_spread":0.1892437801031992,"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."}}