{"id":"W2106845090","doi":"10.1144/sp384.19","title":"Issues and opportunities in urban forensic geology","year":2013,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital","funders":"","keywords":"Forensic science; Geology; Earth science; Environmental planning; Archaeology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02497913,0.0005498897,0.0007734151,0.004000402,0.005834363,0.01178843,0.004341652,0.009088172,0.01521817],"category_scores_gemma":[0.0249306,0.0005088831,0.0005087211,0.003382574,0.02898311,0.01200604,0.01185663,0.006208682,0.00222038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0042624,"about_ca_system_score_gemma":0.01135473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007651418,"about_ca_topic_score_gemma":0.01074332,"domain_scores_codex":[0.9900637,0.00656093,0.0004404134,0.0006359147,0.001429024,0.0008698947],"domain_scores_gemma":[0.9626423,0.02332439,0.002271156,0.003248829,0.005272882,0.003240465],"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":[0.00004800451,0.00008756667,0.007291787,0.001226442,0.00002162295,0.002770308,0.01321082,0.001199434,0.0003418726,0.5412173,0.09948026,0.3331046],"study_design_scores_gemma":[0.000009010974,0.00004734959,0.004906219,0.002791036,0.0000103099,0.0043305,0.05874059,0.0007589167,0.0003266227,0.4613741,0.4666443,0.00006104377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01372289,0.08023696,0.017278,0.8181689,0.003063665,0.00007368011,0.0001755063,0.0001445898,0.06713583],"genre_scores_gemma":[0.6906608,0.1390819,0.05530107,0.0666429,0.01326834,0.000292557,0.0003502594,0.0002050852,0.03419714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02497913,"threshold_uncertainty_score":0.1321039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03670907700925788,"score_gpt":0.2577949276075318,"score_spread":0.2210858505982739,"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."}}