{"id":"W7008204354","doi":"","title":"Canada – British Columbia Province – Field – Tunnel on Big Hill","year":2013,"lang":"en","type":"article","venue":"Digital USD (University of San Diego)","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Field research","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000196245,0.00008536159,0.0001547387,0.00002291144,0.00009219824,0.0001498655,0.0002003743,0.00006819078,0.0009290665],"category_scores_gemma":[0.00003036205,0.0001470498,0.00005750783,0.00009891677,0.00006063681,0.0004649209,0.00004338412,0.0001255979,0.00001010753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002028077,"about_ca_system_score_gemma":0.000164692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8360251,"about_ca_topic_score_gemma":0.9677237,"domain_scores_codex":[0.9993745,0.000006938143,0.00008864468,0.0001593528,0.0001500667,0.0002205088],"domain_scores_gemma":[0.9995421,0.00005895738,0.00002676885,0.0001872896,0.00007384439,0.0001110757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001289293,0.00006876689,0.02371554,0.0002876568,0.00009679397,0.0001266847,0.00020969,0.0004023369,0.000166674,0.0001552766,0.7203571,0.2544006],"study_design_scores_gemma":[0.001081076,0.000393206,0.7385193,0.0001182598,0.00003728871,0.0000277113,0.00695717,0.00206642,0.0001157194,0.0079049,0.2417514,0.001027506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199691,0.00002167904,0.0005958195,0.00009522774,0.0001355469,0.0001749258,0.000088637,0.00007756657,0.07884146],"genre_scores_gemma":[0.9957127,0.000003830808,0.00003994214,0.0001050022,0.00002307653,2.675765e-7,0.00002639988,0.00001022863,0.004078528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7148038,"threshold_uncertainty_score":0.9999842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002494393783548893,"score_gpt":0.1210889232179837,"score_spread":0.1185945294344348,"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."}}