{"id":"W6981744917","doi":"","title":"Experimental and numerical modelling studies for rockburst assessment","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Numerical models; Deformation (meteorology); Welding; Numerical modeling; Mathematical model","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001867083,0.0003636962,0.0003840974,0.0004955808,0.0009992055,0.001461207,0.001251945,0.0008355476,0.007781508],"category_scores_gemma":[0.005141326,0.000276225,0.000327134,0.0008378253,0.0008826661,0.001063026,0.000830356,0.0009473207,0.0009702597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007802797,"about_ca_system_score_gemma":0.0005605553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00518548,"about_ca_topic_score_gemma":0.007495628,"domain_scores_codex":[0.9990591,0.0002297534,0.00008320268,0.0001235887,0.0004290783,0.00007521203],"domain_scores_gemma":[0.9968874,0.001566475,0.0002591629,0.0004731481,0.0006900236,0.0001237872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005815735,0.01212789,0.04268053,0.001584517,0.0001012505,0.0009274937,0.006482457,0.2197725,0.4736534,0.01520202,0.008844792,0.2128074],"study_design_scores_gemma":[0.0006108283,0.008754606,0.06976288,0.0002094171,0.0001254271,0.0003268972,0.006797591,0.5653208,0.3250372,0.004914775,0.01788153,0.0002581271],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689612,0.0002787776,0.01207879,0.0002918278,0.00008446061,0.0002681804,0.0004029321,0.0001423918,0.01749155],"genre_scores_gemma":[0.9912142,0.0001804303,0.004984482,0.00001909281,0.00000811832,0.0001035918,0.0002043412,0.00003134086,0.003254414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007781508,"threshold_uncertainty_score":0.02603173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05901049611184805,"score_gpt":0.3592156675959068,"score_spread":0.3002051714840588,"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."}}