{"id":"W2890869392","doi":"","title":"Ice wear and abrasion of marine concrete: design of experimental apparatus and procedures","year":2018,"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":"","funders":"Natural Sciences and Engineering Research Council of Canada; Research and Development Corporation of Newfoundland and Labrador","keywords":"Abrasion (mechanical); Work (physics); Computer science; Engineering; Structural engineering; Geotechnical engineering; Marine engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005815451,0.0003033601,0.0005342616,0.000541557,0.0005978713,0.00004982868,0.0005500489,0.0004791422,0.000239702],"category_scores_gemma":[0.0001325606,0.0003642567,0.00009011441,0.0006620166,0.001479512,0.0005558045,0.0007807913,0.0003424169,0.00001294371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000475611,"about_ca_system_score_gemma":0.0003203085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00480654,"about_ca_topic_score_gemma":0.0003088881,"domain_scores_codex":[0.9969992,0.0006892793,0.0002933319,0.0007531748,0.0008803844,0.0003846315],"domain_scores_gemma":[0.9986186,0.0001896976,0.0003926815,0.0003623041,0.0001981033,0.0002386393],"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":[0.01333023,0.00007288373,0.003410795,0.0002688369,0.0001222429,0.0001763973,0.00191357,0.00001009627,0.9786839,0.0005288697,0.001288759,0.0001933585],"study_design_scores_gemma":[0.0048908,0.002269656,0.008959721,0.0003015548,0.0003091009,0.00006698097,0.01704792,0.0001352409,0.954842,0.0001269889,0.01030591,0.0007441404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778351,0.00003644937,0.00001620991,0.000004872303,0.002948034,0.0008173166,0.00002295552,0.00003509534,0.01828397],"genre_scores_gemma":[0.9891592,0.0002195026,0.001169457,9.091677e-7,0.0008685547,6.436304e-7,0.00006773591,0.0000334913,0.00848056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02384197,"threshold_uncertainty_score":0.9998809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0172395569793541,"score_gpt":0.2474314111457626,"score_spread":0.2301918541664085,"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."}}