{"id":"W7096357336","doi":"","title":"GENIE CIVIL ET GENIE DES EAUX","year":2015,"lang":"en","type":"article","venue":"","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Joint (building); Work (physics); General partnership","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008246861,0.000552981,0.0004044711,0.001229355,0.001186143,0.001915049,0.0004883545,0.0006701931,0.01574295],"category_scores_gemma":[0.001539514,0.0002147906,0.0003762873,0.001404323,0.001200084,0.0007393907,0.001543388,0.0004964025,0.002219612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002772094,"about_ca_system_score_gemma":0.002432785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0387093,"about_ca_topic_score_gemma":0.08702923,"domain_scores_codex":[0.9988075,0.0002017997,0.00003000697,0.000171161,0.0005937894,0.000195682],"domain_scores_gemma":[0.9992193,0.0001331266,0.0001504764,0.00004609961,0.000344513,0.0001065863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001102894,0.000393362,0.229815,0.0009528563,0.0001052807,0.00142713,0.01360912,0.01866862,0.09977531,0.009247986,0.005245683,0.6196566],"study_design_scores_gemma":[0.00003372752,0.00177409,0.7614437,0.0003009228,0.00005537269,0.001148831,0.01605646,0.003438454,0.03616696,0.002396211,0.1770794,0.0001059291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9413475,0.002022603,0.003059948,0.0004617728,0.00004827997,0.00007917827,0.0005941271,0.00008893291,0.0522978],"genre_scores_gemma":[0.9302819,0.001319349,0.002900924,0.00007823514,0.00001401858,0.00005836931,0.000457771,0.00004711939,0.06484235],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.984257,"threshold_uncertainty_score":0.07696795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024101818989875,"score_gpt":0.2331253454405702,"score_spread":0.2128843272506714,"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."}}