{"id":"W4313160219","doi":"10.1080/19236026.2022.2124497","title":"Understanding the impact of adhesion on the mechanical behavior of shotcrete","year":2022,"lang":"en","type":"article","venue":"CIM Journal","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Shotcrete; Adhesion; Materials science; Geotechnical engineering; Engineering; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008954037,0.00008118326,0.0001350219,0.00006938573,0.0001760197,0.00002008129,0.0002406609,0.00001979416,0.002041763],"category_scores_gemma":[0.00004005194,0.000043118,0.000115106,0.0001641273,0.00003140242,0.00004571633,0.00006139561,0.0002976184,0.000001667966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002722357,"about_ca_system_score_gemma":0.0000318536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002291725,"about_ca_topic_score_gemma":5.185539e-8,"domain_scores_codex":[0.9991404,0.00009703178,0.0003018379,0.00003991573,0.0002843521,0.0001364014],"domain_scores_gemma":[0.9995461,0.0001212165,0.0001372815,0.0001386909,0.00003675411,0.00001992784],"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":[0.00006945631,0.000007342452,0.0001960175,0.0000103471,0.0001183375,0.000007340824,0.0004645518,0.02424137,0.9553746,0.01711011,0.002274661,0.0001258692],"study_design_scores_gemma":[0.001596059,0.002479715,0.004436391,0.000196731,0.0001639849,0.0003546475,0.00560542,0.03516125,0.9441519,0.004962177,0.0004410287,0.0004506746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942541,0.0000280403,0.003741987,0.0000499051,0.0003334424,0.0001400396,0.00001776954,0.00001192824,0.001422859],"genre_scores_gemma":[0.9998595,0.00001614488,0.00001707528,0.0000172147,0.00005426065,0.000008084115,0.00000138175,0.00001459953,0.00001170004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01214793,"threshold_uncertainty_score":0.9988705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086865469477112,"score_gpt":0.2905836437194507,"score_spread":0.1818970967717395,"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."}}