{"id":"W4300932943","doi":"","title":"Influence du lit mobile sur l'infiltration","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Infiltration (HVAC); Computer science; Environmental science; Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003048903,0.0005862104,0.0004989653,0.0001788616,0.0003867461,0.0004030465,0.001194719,0.0005424839,0.0003038982],"category_scores_gemma":[0.00132611,0.0005922785,0.0002662114,0.0003230069,0.0002823108,0.0003723236,0.0007264426,0.0008489731,0.0003022236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004983219,"about_ca_system_score_gemma":0.0002755042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001494371,"about_ca_topic_score_gemma":0.0006295617,"domain_scores_codex":[0.995383,0.001831923,0.0008018129,0.000816219,0.0004591493,0.0007079449],"domain_scores_gemma":[0.9932416,0.001205583,0.0004156072,0.002075746,0.002801061,0.0002604195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003079736,0.0003900467,0.02038456,0.001103727,0.0003578305,0.00003539019,0.02508147,0.05366188,0.125602,0.5811106,0.003640448,0.1886012],"study_design_scores_gemma":[0.001505113,0.000001699156,0.05495622,0.0129254,0.0001613591,0.0000791951,0.0002318853,0.03492779,0.615916,0.02640734,0.2508019,0.002086208],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6831628,0.001895854,0.2478547,0.00490632,0.001715473,0.0007938649,0.0001145559,0.0005568934,0.05899956],"genre_scores_gemma":[0.9654027,0.001567506,0.02112847,0.00005206818,0.0002846428,0.0002212022,0.0001478075,0.0001086897,0.01108696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5547032,"threshold_uncertainty_score":0.9996529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005432284444810879,"score_gpt":0.1956830774029276,"score_spread":0.1902507929581167,"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."}}