{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000157526,0.0001139503,0.0001074803,0.00003549353,0.00003080384,0.00004535962,0.0001020996,0.00006575062,0.0004349686],"category_scores_gemma":[0.00004833478,0.00009592264,0.00004153832,0.000107103,0.00004754691,0.0002326397,0.00003112584,0.0001083524,0.00006205965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594961,"about_ca_system_score_gemma":0.0000563873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000678881,"about_ca_topic_score_gemma":0.0002945564,"domain_scores_codex":[0.9993936,0.00001873547,0.0001262762,0.000110717,0.0001146158,0.0002360459],"domain_scores_gemma":[0.9995403,0.00002273571,0.00000663727,0.0002129185,0.00007684215,0.0001406261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006960017,0.0001727802,0.05940743,0.0006388521,0.0004172328,0.000096959,0.01491159,0.1225867,0.006163347,0.09768482,0.6420888,0.05576195],"study_design_scores_gemma":[0.001221478,0.0001648478,0.02904792,0.000009766325,0.00003871087,0.00005956275,0.003394284,0.02171506,0.005743907,0.4872554,0.450447,0.0009020848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4427616,0.0003601079,0.06406662,0.0001283791,0.000282678,0.0001026264,0.000001959455,0.0005830313,0.491713],"genre_scores_gemma":[0.9930288,0.00001431964,0.005573178,0.0001952329,0.00007544129,0.000006114104,0.000004363776,0.00001986182,0.001082673],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5502672,"threshold_uncertainty_score":0.4762601,"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."}}