{"id":"W4239784116","doi":"10.4324/9780429051708-10","title":"Subsurface Influences","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.00009472448,0.0006429964,0.0002766634,0.0007835141,0.0008765265,0.002906276,0.0004369217,0.0007325368,0.05185276],"category_scores_gemma":[0.0002762066,0.0002059159,0.0002593204,0.001238242,0.00119527,0.001743021,0.001579641,0.001133089,0.01547335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369976,"about_ca_system_score_gemma":0.0007899905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002741924,"about_ca_topic_score_gemma":0.004663013,"domain_scores_codex":[0.9998486,0.0000186876,0.000004535746,0.00003499564,0.00007450557,0.00001861822],"domain_scores_gemma":[0.9999193,0.00001913547,0.000006420434,0.0000110454,0.00003173041,0.0000123704],"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":[0.00002886894,0.00002747198,0.00042578,0.0005539936,0.000008344162,0.0004039186,0.001553247,0.001123249,0.003232429,0.5494673,0.1407641,0.3024113],"study_design_scores_gemma":[0.000001111452,0.000007585579,0.0001729271,0.000114616,0.000002967616,0.0001782735,0.0001738432,0.00007704679,0.0003293777,0.01343889,0.9855,0.000003351241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001509815,0.007338351,0.002342566,0.0006153271,0.0005056887,0.00001619882,0.0001337993,0.00009793822,0.9874403],"genre_scores_gemma":[0.04975378,0.0294822,0.002985391,0.0007480295,0.0006042536,0.00003809633,0.0003613355,0.0001907318,0.9158362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05185276,"threshold_uncertainty_score":0.1734648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005953483675025666,"score_gpt":0.1838413801410704,"score_spread":0.1778878964660447,"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."}}