{"id":"W3217298020","doi":"","title":"Evaluation of icing design criteria for lattice towers","year":2010,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icing; Lattice (music); Engineering; Computer science; Meteorology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002536533,0.0007077742,0.0004591737,0.002407231,0.0006645809,0.001234072,0.0008589129,0.0006299708,0.002662668],"category_scores_gemma":[0.007491883,0.0002774082,0.0003325986,0.00101045,0.0003352919,0.0007322793,0.0004546744,0.0003049492,0.0004882212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465418,"about_ca_system_score_gemma":0.001254747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002427717,"about_ca_topic_score_gemma":0.005950322,"domain_scores_codex":[0.9967965,0.0004866497,0.0002208277,0.0001625278,0.002176071,0.0001574724],"domain_scores_gemma":[0.9938339,0.001715205,0.0006286381,0.000233102,0.003472463,0.0001167408],"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":[0.000854317,0.0004205531,0.01444174,0.002564784,0.00006064104,0.0007820843,0.001169536,0.318307,0.1976468,0.00978232,0.005241648,0.4487287],"study_design_scores_gemma":[0.0002302912,0.005425968,0.02870259,0.0007527163,0.0002398075,0.001287414,0.003387427,0.6138433,0.2894754,0.004227294,0.05222169,0.0002061376],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6378707,0.002642634,0.2799057,0.000229785,0.0001451333,0.001082302,0.0006267401,0.0004085657,0.07708845],"genre_scores_gemma":[0.8968208,0.0007665984,0.09699751,0.00003252855,0.00001566871,0.0002439225,0.0003797827,0.00007767259,0.004665385],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002662668,"threshold_uncertainty_score":0.01341462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354783840909773,"score_gpt":0.2587935881497124,"score_spread":0.2152457497406146,"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."}}