{"id":"W3135918015","doi":"10.48336/0b3t-7p59","title":"An experimental investigation of ice-concrete adhesion and corresponding abrasion","year":2021,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Abrasion (mechanical); Structural engineering; Ice formation; Collision; Measure (data warehouse); Engineering; Geotechnical engineering; Materials science; Computer science; Mechanical engineering; Geology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008041206,0.0003627765,0.0005293854,0.0008321399,0.001184915,0.0001146413,0.0007552204,0.0006703323,0.0003624051],"category_scores_gemma":[0.0001374868,0.0004747368,0.0001597191,0.001209084,0.0007587814,0.001420826,0.000499742,0.000613674,0.00002998451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001376839,"about_ca_system_score_gemma":0.0004107447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00551561,"about_ca_topic_score_gemma":0.0005835087,"domain_scores_codex":[0.9951827,0.00166918,0.0003392354,0.001065077,0.001260542,0.0004832616],"domain_scores_gemma":[0.9980866,0.0002624604,0.0004103094,0.0005831835,0.0002319377,0.0004255548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004196887,0.00003427791,0.006136541,0.00007964769,0.00004273598,0.0004689914,0.001995381,0.00002058962,0.985963,0.0003646218,0.0005351419,0.0001621267],"study_design_scores_gemma":[0.002506122,0.0008856795,0.01179187,0.0002749494,0.0001776442,0.00003270783,0.0246421,0.0001521968,0.9513006,0.00005670643,0.007536178,0.0006432157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983412,0.00003060916,0.000006309352,0.000009291994,0.008258819,0.0005752331,0.00004135084,0.00007851598,0.007587902],"genre_scores_gemma":[0.9883373,0.00006942965,0.0004127135,0.000002165835,0.001306343,5.954406e-7,0.0004461748,0.0000445061,0.009380775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03466242,"threshold_uncertainty_score":0.9997704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050962228223129,"score_gpt":0.2569507038350931,"score_spread":0.2364410815528618,"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."}}