{"id":"W4380227892","doi":"10.1515/9780773583085","title":"Building Bridges","year":2015,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001081247,0.0005124849,0.0005156132,0.000338328,0.0001583871,0.00005315509,0.0006725683,0.000485704,0.00002184763],"category_scores_gemma":[0.00001781385,0.0005905783,0.0002001098,0.00003277936,0.00009579124,0.0001235496,0.0003740636,0.0009411991,0.00002056647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079013,"about_ca_system_score_gemma":0.00007969229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002608093,"about_ca_topic_score_gemma":3.667141e-7,"domain_scores_codex":[0.9982189,0.00003091824,0.0001982979,0.0004252817,0.0005359101,0.0005906835],"domain_scores_gemma":[0.9988321,0.0000747195,0.00004961289,0.0005273119,0.0001630396,0.0003532256],"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":[0.00008711441,0.00001264092,0.000002245174,0.001760487,0.0008133833,0.001231807,0.0001561892,0.04369837,0.0002288492,0.6044823,0.3315569,0.01596971],"study_design_scores_gemma":[0.0003982041,0.00003057799,0.000009667161,0.0001886279,0.00007826357,0.000008100973,0.000008788076,0.001869262,0.0005219376,0.0003599341,0.9958832,0.0006433886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005573181,0.00001347009,0.0003586615,0.00001559442,0.0005279439,0.0002840633,0.0004899676,0.001101858,0.9971527],"genre_scores_gemma":[0.002818958,0.0001184264,0.000439795,0.000008114907,0.0002413538,0.000001657455,0.00005808038,0.0001343467,0.9961793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6643263,"threshold_uncertainty_score":0.9996546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460976519761133,"score_gpt":0.2094560294480133,"score_spread":0.1948462642504019,"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."}}