{"id":"W2118706052","doi":"10.1139/t2012-025","title":"Discussion of “Use of geophysical methods for soil profile evaluation” <sup>1</sup>Appears in the Canadian Geotechnical Journal, <b>48</b>(9): 1364–1377 [doi: 10.1139/t11-044].","year":2012,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geotechnical engineering; Geology; Dispersion (optics); Soil science; Optics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01125809,0.0007267801,0.000418721,0.001261854,0.001735167,0.002468476,0.003091834,0.002978289,0.003605372],"category_scores_gemma":[0.01607195,0.000440567,0.0008718989,0.002151308,0.004605367,0.002279816,0.001605081,0.002389061,0.001816582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001992795,"about_ca_system_score_gemma":0.002958946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01319389,"about_ca_topic_score_gemma":0.02358866,"domain_scores_codex":[0.9930556,0.003168794,0.0005070694,0.0002504755,0.002828006,0.0001900214],"domain_scores_gemma":[0.9920636,0.004472873,0.0003525218,0.0006094804,0.002388058,0.0001134349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001036255,0.0001384881,0.008939475,0.002140016,0.0001823056,0.001105485,0.001784982,0.02105905,0.02458349,0.380964,0.2486134,0.3103858],"study_design_scores_gemma":[0.00001001611,0.00008596822,0.003839892,0.0008766688,0.0000659709,0.001179343,0.0009795863,0.02036274,0.02172881,0.06687704,0.8838802,0.0001137859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.008897938,0.02501689,0.79914,0.08962958,0.01714225,0.0003373748,0.0006943567,0.0009162965,0.05822532],"genre_scores_gemma":[0.192548,0.03881634,0.6631676,0.04343029,0.00775101,0.0006882235,0.0007434433,0.0009526694,0.05190238],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01319389,"threshold_uncertainty_score":0.0595392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04632929722046032,"score_gpt":0.3300556314762104,"score_spread":0.2837263342557501,"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."}}