{"id":"W2561521596","doi":"","title":"Geophysical Imaging and Numerical Modelling of Fractures in Concrete","year":2010,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geophysical imaging; Geophysics; Geology; Seismology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000005342528,0.0001679138,0.0003099984,0.00002005783,0.00003559632,0.000009258014,0.0001023489,0.00004073923,0.000007134913],"category_scores_gemma":[0.000001608276,0.0001697384,0.00002260361,0.00005297679,0.00003239954,0.00009660805,0.00002329865,0.0003183014,6.416428e-10],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002032343,"about_ca_system_score_gemma":0.0002035796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002742448,"about_ca_topic_score_gemma":0.002980299,"domain_scores_codex":[0.9989484,0.00001744756,0.000240539,0.0001630398,0.0004693345,0.0001612322],"domain_scores_gemma":[0.9994747,0.0002183753,0.00007894917,0.0001146296,4.79107e-7,0.0001128397],"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":[0.0005071264,0.00004384857,0.006287893,0.003142315,0.0002329851,0.00006498092,0.0009272654,0.01559634,0.7000105,0.142974,0.0002799649,0.1299329],"study_design_scores_gemma":[0.0005450856,0.00004043102,0.1647112,0.0005502999,0.00008190034,0.000002946131,0.002672195,0.4883409,0.3208573,0.01638184,0.004925565,0.0008903892],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374256,0.0006080809,0.001525231,0.000280032,0.0001887461,0.0001915606,0.0001668663,0.00001443578,0.05959945],"genre_scores_gemma":[0.9947281,0.00009841517,0.004672117,0.00005418008,0.00004343609,0.00001087963,0.00002623898,0.00002519269,0.0003414303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4727446,"threshold_uncertainty_score":0.6921731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002747285843341683,"score_gpt":0.1645331981968145,"score_spread":0.1617859123534728,"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."}}