{"id":"W2009637895","doi":"10.1139/l07-106","title":"Comportement thermohydrique d’une paroi en béton : influence du type de béton, influence du type de chargement","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Moisture; Humidity; Ton; Silica fume; Composite material; Cement","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001567869,0.000294153,0.0003671483,0.0003851048,0.00006585659,0.00009663268,0.0004251174,0.0001505258,0.0001733849],"category_scores_gemma":[0.0004173365,0.0003200385,0.0000717798,0.0003876516,0.00003214576,0.0002677214,0.00002218476,0.0003787711,0.00002430743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055412,"about_ca_system_score_gemma":0.0004370635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001826282,"about_ca_topic_score_gemma":0.01070753,"domain_scores_codex":[0.9981827,0.00004094656,0.0006206952,0.0001433359,0.0002309035,0.0007814663],"domain_scores_gemma":[0.998455,0.0001526645,0.0001281759,0.0002423653,0.0002281939,0.0007936113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00002167664,0.000005977303,0.0149638,0.0002303683,0.0001656193,0.001006876,0.001549102,0.6901689,0.2901862,0.0002019247,0.001077088,0.0004224277],"study_design_scores_gemma":[0.00247327,0.0008965621,0.5307199,0.002761183,0.0002585929,0.001989402,0.0002432074,0.1278378,0.1895874,0.0002218301,0.1404273,0.002583607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920586,0.0007182301,0.005187134,0.0001829316,0.001075608,0.0001770948,0.000005955502,0.00009087251,0.0005035711],"genre_scores_gemma":[0.9985018,0.0001364782,0.0005835864,0.0001688164,0.0005084847,0.000004631496,0.000002944621,0.0000829255,0.00001038104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5623311,"threshold_uncertainty_score":0.9999252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003388696702792277,"score_gpt":0.1797168701653232,"score_spread":0.1763281734625309,"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."}}