{"id":"W2588920115","doi":"","title":"Waverley West Arterial Roads Project - Kenaston Overpass","year":2016,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boulevard; Engineering; Civil engineering; Transport engineering","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":[0.0003903731,0.0002744065,0.0001433252,0.0003196263,0.002102022,0.001960296,0.0005345293,0.0005819724,0.0713904],"category_scores_gemma":[0.0005854015,0.0002240848,0.0001359082,0.000373169,0.0003626481,0.0005504269,0.001438914,0.0006802765,0.01461171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00256603,"about_ca_system_score_gemma":0.007194108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2067377,"about_ca_topic_score_gemma":0.6003088,"domain_scores_codex":[0.9995697,0.00003639066,0.000007438204,0.00006432727,0.0002205622,0.0001016671],"domain_scores_gemma":[0.999597,0.00001776974,0.00001410367,0.00002372358,0.0002041982,0.0001432289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003098845,0.0003377732,0.01430178,0.0004008884,0.00002046923,0.001250008,0.005342391,0.00115551,0.01062035,0.02235261,0.6948138,0.2490945],"study_design_scores_gemma":[0.00001268461,0.00007104107,0.01266688,0.00006092985,0.000005244191,0.000153208,0.001865669,0.0001716994,0.0008884607,0.00031307,0.9837835,0.000007539731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1092843,0.0009074895,0.004365053,0.003476952,0.0008408336,0.0008049083,0.004021124,0.0008703951,0.8754289],"genre_scores_gemma":[0.1089014,0.0008899721,0.004300602,0.0003287045,0.00004078024,0.0001705001,0.003491814,0.0002935944,0.8815827],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2067377,"threshold_uncertainty_score":0.4110688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007115835372060838,"score_gpt":0.190382257703339,"score_spread":0.1832664223312781,"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."}}